The most important plots in order to analyze paper Machine dataset

In [1]:
import statsmodels
from statsmodels.graphics.tsaplots import plot_pacf
from statsmodels.graphics.tsaplots import plot_acf
from datetime import datetime
import matplotlib as mpl
from dateutil.parser import parse
import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
import plotly.express as px
import plotly.graph_objs as pltly
from plotly.offline import iplot
import plotly.graph_objects as go
import plotly.figure_factory as ff
from plotly.subplots import make_subplots
import plotly
import pathlib
import itertools
pd.options.display.max_rows = None
pd.set_option('display.max_columns', 500)


from sklearn import preprocessing
import pingouin as pg
import seglearn as sg
import tsfresh
import xgboost as xg
import imblearn as im
In C:\ProgramData\Anaconda3\lib\site-packages\matplotlib\mpl-data\stylelib\_classic_test.mplstyle: 
The text.latex.preview rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.
In C:\ProgramData\Anaconda3\lib\site-packages\matplotlib\mpl-data\stylelib\_classic_test.mplstyle: 
The mathtext.fallback_to_cm rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.
In C:\ProgramData\Anaconda3\lib\site-packages\matplotlib\mpl-data\stylelib\_classic_test.mplstyle: Support for setting the 'mathtext.fallback_to_cm' rcParam is deprecated since 3.3 and will be removed two minor releases later; use 'mathtext.fallback : 'cm' instead.
In C:\ProgramData\Anaconda3\lib\site-packages\matplotlib\mpl-data\stylelib\_classic_test.mplstyle: 
The validate_bool_maybe_none function was deprecated in Matplotlib 3.3 and will be removed two minor releases later.
In C:\ProgramData\Anaconda3\lib\site-packages\matplotlib\mpl-data\stylelib\_classic_test.mplstyle: 
The savefig.jpeg_quality rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.
In C:\ProgramData\Anaconda3\lib\site-packages\matplotlib\mpl-data\stylelib\_classic_test.mplstyle: 
The keymap.all_axes rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.
In C:\ProgramData\Anaconda3\lib\site-packages\matplotlib\mpl-data\stylelib\_classic_test.mplstyle: 
The animation.avconv_path rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.
In C:\ProgramData\Anaconda3\lib\site-packages\matplotlib\mpl-data\stylelib\_classic_test.mplstyle: 
The animation.avconv_args rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.
C:\ProgramData\Anaconda3\lib\site-packages\xarray\core\merge.py:10: FutureWarning: The Panel class is removed from pandas. Accessing it from the top-level namespace will also be removed in the next version
  PANDAS_TYPES = (pd.Series, pd.DataFrame, pd.Panel)

dfp -->> Main focused dataset that i work on that

In [3]:
dfpd = pd.read_csv("data/paperMachine/processminer-rare-event-mts - tag-map.csv")# columns' descriptions
dfp0 = pd.read_csv("data/paperMachine/processminer-rare-event-mts - data.csv")# dataset without any preprocessing
dfp = pd.read_csv("data/paperMachine/processminer-rare-event-mts - data.csv")# Main focused dataset that i work on that
dfpAll = pd.read_csv("data/paperMachine/processminer-rare-event-detection-data-augmentation2.csv")# with all repetetive breaks(1 as labeled)
dfp.rename(columns={'y': 'label'}, inplace=True)
dfp0.rename(columns={'y': 'label'}, inplace=True)
dfp0Norm=dfp0[dfp0["label"]==0]
dfp0Anorm=dfp0[dfp0["label"]!=0]
In [ ]:
#test git after test ignore
In [ ]:
# dfpPey=dfpAll
In [ ]:
# x = dfpAll.iloc[:,2:].values #returns a numpy array
# min_max_scaler = preprocessing.MinMaxScaler(feature_range=(-10, 10))
# x_scaled = min_max_scaler.fit_transform(x)
# dfpAllScale = pd.DataFrame(x_scaled)
In [ ]:
# dfscaled['time']=0
# dfscaled['label']=0
In [ ]:
# dfscaled[:5]
In [ ]:
# dfpAllScale['time']=dfpPey.iloc[:,1]
# dfpAllScale['label']=dfpPey.iloc[:,2]
In [ ]:
# dfpAllScale.to_csv('data/paperMachine/dfpAllScale.csv')
In [ ]:
# dfpAllScale[:5]
In [ ]:
 
In [4]:
dfp.columns
Out[4]:
Index(['time', 'label', 'x1', 'x2', 'x3', 'x4', 'x5', 'x6', 'x7', 'x8', 'x9',
       'x10', 'x11', 'x12', 'x13', 'x14', 'x15', 'x16', 'x17', 'x18', 'x19',
       'x20', 'x21', 'x22', 'x23', 'x24', 'x25', 'x26', 'x27', 'x28', 'x29',
       'x30', 'x31', 'x32', 'x33', 'x34', 'x35', 'x36', 'x37', 'x38', 'x39',
       'x40', 'x41', 'x42', 'x43', 'x44', 'x45', 'x46', 'x47', 'x48', 'x49',
       'x50', 'x51', 'x52', 'x53', 'x54', 'x55', 'x56', 'x57', 'x58', 'x59',
       'x60', 'x61'],
      dtype='object')
In [5]:
dfp["time"]= pd.to_datetime(dfp["time"])
dfp['time']=dfp['time'].dt.strftime('%m-%d %H:%M')
In [6]:
# dfao["Timestamp"].value_counts()
# values = dfao["Timestamp"].value_counts().keys().tolist()
# counts = dfao["Timestamp"].value_counts().tolist()
# p=pd.DataFrame([counts,values])
# p.T
# p.T.describe()
# p.T.iloc[:,0].sum()
#**
#dfasNormUniq.groupby(['Labels']).corr()
# l1=[0,1,2,3]*2
# x1=[0,1,2,3,4,5,6]
# li=np.repeat(x1,3)
#**
# from cydets.algorithm import detect_cycles
# series = pd.Series(dfas0['Timestamp'].tolist())
# detect_cycles(series)
In [7]:
dfp.head()
Out[7]:
time label x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 x13 x14 x15 x16 x17 x18 x19 x20 x21 x22 x23 x24 x25 x26 x27 x28 x29 x30 x31 x32 x33 x34 x35 x36 x37 x38 x39 x40 x41 x42 x43 x44 x45 x46 x47 x48 x49 x50 x51 x52 x53 x54 x55 x56 x57 x58 x59 x60 x61
0 05-01 00:00 0 0.376665 -4.596435 -4.095756 13.497687 -0.118830 -20.669883 0.000732 -0.061114 -0.059966 -0.038189 0.877951 -0.052959 -13.306135 0.101068 0.041800 0.199901 -2.327329 -0.944167 3.075199 0.123154 -0.104334 -0.570710 -9.784456 0.355960 15.842819 -0.451973 -0.105282 96 -134.27786 0.058726 -0.021645 9.366755 0.002151 -69.187583 4.232571 -0.225267 -0.196872 -0.072449 -0.103732 -0.720746 -5.412436 76.679042 -0.632727 1351.63286 -0.657095 -0.434947 -108.77597 0.084856 10.210182 11.295155 29.984624 10.091721 0.053279 -4.936434 -24.590146 18.515436 3.473400 0.033444 0.953219 0.006076 0
1 05-01 00:02 0 0.475720 -4.542502 -4.018359 16.230659 -0.128733 -18.758079 0.000732 -0.061114 -0.059966 -0.038189 0.873273 -0.014244 -13.306135 0.101108 0.041447 0.304313 -2.340627 -0.939994 3.075199 0.123154 -0.104334 -0.574861 -9.784456 0.360160 16.491684 -0.450451 -0.092430 96 -134.48019 0.058759 -0.004579 9.350215 0.002149 -68.585197 4.311490 -0.225267 -0.196872 -0.059103 -0.083895 -0.720746 -8.343222 78.181598 -0.632727 1370.37895 -0.875629 -1.125819 -108.84897 0.085146 12.534340 11.290761 29.984624 10.095871 0.062801 -4.937179 -32.413266 22.760065 2.682933 0.033536 1.090502 0.006083 0
2 05-01 00:04 0 0.363848 -4.681394 -4.353147 14.127998 -0.138636 -17.836632 0.010803 -0.061114 -0.030057 -0.018352 1.004910 0.065150 -9.619596 0.101148 0.041095 0.252839 -2.353925 -0.935824 3.075199 0.123154 -0.104334 -0.579013 -9.784456 0.364356 15.972885 -0.448927 -0.097144 96 -133.94659 0.058791 -0.084658 9.037409 0.002148 -67.838187 4.809914 -0.225267 -0.186801 -0.048696 -0.073823 -0.720746 -1.085166 79.684154 -0.632727 1368.12309 -0.037775 -0.519541 -109.08658 0.085436 18.582893 11.286366 29.984624 10.100265 0.072322 -4.937924 -34.183774 27.004663 3.537487 0.033629 1.840540 0.006090 0
3 05-01 00:06 0 0.301590 -4.758934 -4.023612 13.161567 -0.148142 -18.517601 0.002075 -0.061114 -0.019986 -0.008280 0.930037 -0.067199 -15.196531 0.101188 0.040742 0.072873 -2.367223 -0.931651 3.075199 0.123154 -0.104334 -0.583165 -9.784456 0.368556 15.608688 -0.447404 -0.160073 96 -134.00259 0.058824 -0.055118 9.020625 0.002146 -67.091148 5.308343 -0.225267 -0.186801 -0.047017 -0.063752 -0.720746 6.172891 81.186702 -0.632727 1365.69145 -0.987410 0.674524 -109.56277 0.085726 17.719032 11.281972 29.984624 10.104660 0.081600 -4.938669 -35.954281 21.672449 3.986095 0.033721 2.554880 0.006097 0
4 05-01 00:08 0 0.265578 -4.749928 -4.333150 15.267340 -0.155314 -17.505913 0.000732 -0.061114 -0.030057 -0.008280 0.828410 -0.018472 -14.609266 0.101229 0.040390 0.171033 -2.380521 -0.927478 3.075199 0.123154 -0.104334 -0.587316 -9.784456 0.372756 15.606125 -0.445879 -0.131630 96 -133.14571 0.058856 -0.153851 9.344233 0.002145 -65.991813 5.806771 -0.225267 -0.186801 -0.057088 -0.063752 -0.720746 -3.379599 82.689258 -0.632727 1363.25786 -0.238445 -0.063044 -110.03891 0.086016 16.855202 11.277577 29.984624 10.109054 0.091121 -4.939414 -37.724789 21.907251 3.601573 0.033777 1.410494 0.006105 0
In [ ]:
 

dfpNorm -->> filtered Normal data

dfpAnorm -->> filtered Abnormal data

In [8]:
dfp=dfp.reset_index()
dfp.index=dfp["time"]
dfp.drop(['time','index'], axis=1, inplace=True)
dfpNorm=dfp[dfp["label"]==0]# filtered Normal data
dfpAnorm=dfp[dfp["label"]!=0]# filtered Abnormal data
In [9]:
dfp[:5]
Out[9]:
label x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 x13 x14 x15 x16 x17 x18 x19 x20 x21 x22 x23 x24 x25 x26 x27 x28 x29 x30 x31 x32 x33 x34 x35 x36 x37 x38 x39 x40 x41 x42 x43 x44 x45 x46 x47 x48 x49 x50 x51 x52 x53 x54 x55 x56 x57 x58 x59 x60 x61
time
05-01 00:00 0 0.376665 -4.596435 -4.095756 13.497687 -0.118830 -20.669883 0.000732 -0.061114 -0.059966 -0.038189 0.877951 -0.052959 -13.306135 0.101068 0.041800 0.199901 -2.327329 -0.944167 3.075199 0.123154 -0.104334 -0.570710 -9.784456 0.355960 15.842819 -0.451973 -0.105282 96 -134.27786 0.058726 -0.021645 9.366755 0.002151 -69.187583 4.232571 -0.225267 -0.196872 -0.072449 -0.103732 -0.720746 -5.412436 76.679042 -0.632727 1351.63286 -0.657095 -0.434947 -108.77597 0.084856 10.210182 11.295155 29.984624 10.091721 0.053279 -4.936434 -24.590146 18.515436 3.473400 0.033444 0.953219 0.006076 0
05-01 00:02 0 0.475720 -4.542502 -4.018359 16.230659 -0.128733 -18.758079 0.000732 -0.061114 -0.059966 -0.038189 0.873273 -0.014244 -13.306135 0.101108 0.041447 0.304313 -2.340627 -0.939994 3.075199 0.123154 -0.104334 -0.574861 -9.784456 0.360160 16.491684 -0.450451 -0.092430 96 -134.48019 0.058759 -0.004579 9.350215 0.002149 -68.585197 4.311490 -0.225267 -0.196872 -0.059103 -0.083895 -0.720746 -8.343222 78.181598 -0.632727 1370.37895 -0.875629 -1.125819 -108.84897 0.085146 12.534340 11.290761 29.984624 10.095871 0.062801 -4.937179 -32.413266 22.760065 2.682933 0.033536 1.090502 0.006083 0
05-01 00:04 0 0.363848 -4.681394 -4.353147 14.127998 -0.138636 -17.836632 0.010803 -0.061114 -0.030057 -0.018352 1.004910 0.065150 -9.619596 0.101148 0.041095 0.252839 -2.353925 -0.935824 3.075199 0.123154 -0.104334 -0.579013 -9.784456 0.364356 15.972885 -0.448927 -0.097144 96 -133.94659 0.058791 -0.084658 9.037409 0.002148 -67.838187 4.809914 -0.225267 -0.186801 -0.048696 -0.073823 -0.720746 -1.085166 79.684154 -0.632727 1368.12309 -0.037775 -0.519541 -109.08658 0.085436 18.582893 11.286366 29.984624 10.100265 0.072322 -4.937924 -34.183774 27.004663 3.537487 0.033629 1.840540 0.006090 0
05-01 00:06 0 0.301590 -4.758934 -4.023612 13.161567 -0.148142 -18.517601 0.002075 -0.061114 -0.019986 -0.008280 0.930037 -0.067199 -15.196531 0.101188 0.040742 0.072873 -2.367223 -0.931651 3.075199 0.123154 -0.104334 -0.583165 -9.784456 0.368556 15.608688 -0.447404 -0.160073 96 -134.00259 0.058824 -0.055118 9.020625 0.002146 -67.091148 5.308343 -0.225267 -0.186801 -0.047017 -0.063752 -0.720746 6.172891 81.186702 -0.632727 1365.69145 -0.987410 0.674524 -109.56277 0.085726 17.719032 11.281972 29.984624 10.104660 0.081600 -4.938669 -35.954281 21.672449 3.986095 0.033721 2.554880 0.006097 0
05-01 00:08 0 0.265578 -4.749928 -4.333150 15.267340 -0.155314 -17.505913 0.000732 -0.061114 -0.030057 -0.008280 0.828410 -0.018472 -14.609266 0.101229 0.040390 0.171033 -2.380521 -0.927478 3.075199 0.123154 -0.104334 -0.587316 -9.784456 0.372756 15.606125 -0.445879 -0.131630 96 -133.14571 0.058856 -0.153851 9.344233 0.002145 -65.991813 5.806771 -0.225267 -0.186801 -0.057088 -0.063752 -0.720746 -3.379599 82.689258 -0.632727 1363.25786 -0.238445 -0.063044 -110.03891 0.086016 16.855202 11.277577 29.984624 10.109054 0.091121 -4.939414 -37.724789 21.907251 3.601573 0.033777 1.410494 0.006105 0
In [10]:
print(dfp.shape)
print(dfpNorm.shape)
print(dfpAnorm.shape)
(18398, 62)
(18274, 62)
(124, 62)
In [11]:
print("dfp:")
pd.DataFrame(dfp.describe().transpose()).iloc[:,[1,2,3,7]]
dfp:
Out[11]:
mean std min max
label 0.006740 0.081822 0.000000 1.000000
x1 0.011824 0.742875 -3.787279 3.054156
x2 0.157986 4.939762 -17.316550 16.742105
x3 0.569300 5.937178 -18.198509 15.900116
x4 -9.958345 131.033712 -322.781610 334.694098
x5 0.006518 0.634054 -1.623988 4.239385
x6 2.387533 37.104012 -279.408440 96.060768
x7 0.001647 0.108870 -0.429273 1.705590
x8 -0.004125 0.075460 -0.451141 0.788826
x9 -0.003056 0.156047 -0.120087 4.060033
x10 -0.002511 0.106526 -0.098310 2.921802
x11 -0.011166 3.220442 -26.191152 5.774670
x12 0.014964 2.381027 -22.223434 3.813738
x13 1.418065 45.801703 -164.897670 143.876437
x14 0.003222 0.162565 -0.028775 1.999404
x15 0.001107 0.039619 -0.623730 1.990212
x16 -0.075376 2.279129 -19.901141 1.791415
x17 0.138210 2.149115 -14.081542 11.817992
x18 0.105010 1.947106 -18.313006 11.738202
x19 0.463652 4.895061 -156.929680 25.068058
x20 -0.001578 0.302746 -1.520451 6.512321
x21 0.076673 1.317702 -7.106501 6.678016
x22 -0.036124 0.833010 -3.228480 1.771673
x23 -0.088743 5.961967 -236.783570 27.417853
x24 -0.393265 4.734010 -12.411317 109.584594
x25 0.635612 59.847503 -579.412730 19.767685
x26 0.048185 0.995501 -2.333210 3.917840
x27 -0.006214 0.450702 -1.807603 1.165952
x28 100.141646 17.642120 51.000000 139.000000
x29 7.054580 130.112284 -228.302190 312.635010
x30 0.003785 0.088395 -0.262892 0.633217
x31 -0.000296 0.118237 -0.539117 0.492164
x32 -0.400527 62.478214 -608.372930 12.157893
x33 0.000090 0.001070 -0.001809 0.002293
x34 4.525465 75.696562 -508.638880 143.236489
x35 0.050165 1.893939 -4.764285 6.829778
x36 -0.001182 0.268737 -0.945199 6.258630
x37 -0.021693 0.279232 -1.706928 0.892944
x38 -0.004367 0.202733 -0.147118 5.344958
x39 -0.003903 0.178014 -0.163853 2.756158
x40 -0.036444 0.967533 -5.700757 1.069164
x41 -0.006410 4.842681 -58.183432 53.087075
x42 0.266766 57.751465 -39.592770 238.135654
x43 0.070846 4.961169 -0.632727 42.484479
x44 403.959326 2155.005113 -3768.476500 4051.738330
x45 0.090221 4.023940 -2.753967 38.592859
x46 0.032000 0.756007 -2.453742 9.591302
x47 -0.983876 68.300305 -174.148590 141.322785
x48 0.002474 1.099839 -5.484846 4.003038
x49 5.051040 107.164471 -450.744260 533.410530
x50 0.602553 6.454156 -23.448985 17.828847
x51 -3.357339 348.256716 -3652.989000 40.152348
x52 0.380519 6.211598 -187.943440 14.180588
x53 0.360246 14.174273 -1817.595500 11.148006
x54 0.173708 3.029516 -8.210370 6.637265
x55 2.379154 67.940694 -230.574030 287.252017
x56 9.234953 81.274103 -269.039500 252.147455
x57 0.233493 2.326838 -12.640370 6.922008
x58 -0.001861 0.048732 -0.149790 0.067249
x59 -0.061522 10.394085 -100.810500 6.985460
x60 0.001258 0.004721 -0.012229 0.020510
x61 0.001033 0.032120 0.000000 1.000000
In [ ]:
 
In [12]:
dfpd
Out[12]:
tagid tag-description id
0 DateTime DateTime time
1 FISHER.RL EventReel y
2 P4:ASSA.RS RSashScanAvg x1
3 P4:BLD.C1 CT#1 BLADE PSI x2
4 P4:BLD.C2 P4 CT#2 BLADE PSI x3
5 P4:BLGWFL.MV Bleached GWD Flow x4
6 BRSTRL.MV ShwerTemp x5
7 BSFTPD.MV BlndStckFloTPD x6
8 BW2SCD.C1 C1 BW SPREAD CD x7
9 BW2SCD.RS RS BW SPREAD CD x8
10 BW2SMD.C1 C1 BW SPREAD MD x9
11 BW2SMD.RS RS BW SPREAD MD x10
12 BWSA.C1 C1 BW SCAN AVG x11
13 P4:BWSA.RS RS BW SCAN AVG x12
14 P4:CBFLOW.MV CoatBrkFlo x13
15 P4:CLAY.MV Clay Flow x14
16 COUCHV.MV CouchLoVac x15
17 P4:COUVAC COUCH VAC x16
18 D40161.MV 4PrsTopLd x17
19 D40162.MV 4PrsBotLod x18
20 DRW.CA CalndrDrw x19
21 DRW.D2 2DryrDrw x20
22 DRW.D3 3DryrDrw x21
23 DRW.D4 4DryrDraw x22
24 DRW1.PT 1PrsTopDrw x23
25 DRW4.PB 4PrsBotDrw x24
26 FANPMP FanPmpSpd x25
27 FBHDR.MV FlBxHdrVac x26
28 FLTBOX.MV FlatBxVac x27
29 GRDNUM.TX Grade&Bwt x28
30 GWDFLO.MV UnblGWDFlo x29
31 HBXPH.MV Hdbox pH x30
32 HDBXLV.MV HdBxLiqLvl x31
33 HDTO TotHead" x32
34 HORIZS.MV HorzSlcPos x33
35 KRFLOW.MV KraftFlow x34
36 LOAD.CO CouchLoad x35
37 MO2SCD.C1 C1MoSprdCD x36
38 MO2SCD.RS RSMoSprdCD x37
39 MO2SMD.C1 C1MoSprdMD x38
40 MO2SMD.RS RSMoSprdMD x39
41 MOAV.RL RL MoisAct x40
42 PR1REJ.MV PrScrRjFlo x41
43 RBFLOW.MV RwBrkFlo x42
44 RECFLO.MV RcycFbrFlo x43
45 RETAID.MV RetnAidFlo x44
46 RSHDRG RUSH DRAG x45
47 RUSHDG.MV Rush/Drag x46
48 SILICA.MV SilicaFlo x47
49 SLCTMP.MV HBxSlcTemp x48
50 SODALM.MV SodAlumFlo x49
51 SPD.CO CouchSpd x50
52 SPD.MA MachSpd x51
53 SPD1.PT 1PrsTopSpd x52
54 SPD4.PB 4PrsBotSpd x53
55 STARCH.MV WtNStarFlo x54
56 STKFLO.MV BasWgtFlo x55
57 TMPFLO.MV TMP Flow x56
58 TOTHD.MV HBxTotHead x57
59 TRYCON.MV TrayCons x58
60 UHTMP.RL UpprHdTmpRL x59
61 VERTSL.MV VertSlcPos x60
62 EVT.WP EventPress x61
In [13]:
# Draw Plot
def plot_df(df,x,y, title="", xlabel='Value',ylabel='Value', dpi=200):
    plt.figure(figsize=(16,15), dpi=dpi)
    plt.plot(df,x,y, color='tab:red')
    plt.gca().set(title=title, xlabel=xlabel, ylabel=ylabel)
    plt.show()
In [14]:
dfp.plot(subplots=True, figsize=(20,100),sharex =False,grid =True)
C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\core.py:1182: UserWarning:

FixedFormatter should only be used together with FixedLocator

Out[14]:
array([<AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>],
      dtype=object)
In [15]:
dfpNorm.plot(subplots=True, figsize=(20,200),sharex=False,grid =True)
C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\core.py:1182: UserWarning:

FixedFormatter should only be used together with FixedLocator

Out[15]:
array([<AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>],
      dtype=object)
In [16]:
dfpAnorm.plot(subplots=True, figsize=(20,200),sharex=False,grid =True)
C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\core.py:1182: UserWarning:

FixedFormatter should only be used together with FixedLocator

Out[16]:
array([<AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,
       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>],
      dtype=object)
In [ ]:
 
In [24]:
dfp.plot(kind = 'line', figsize=(20,15),grid =True)
C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\core.py:1182: UserWarning:

FixedFormatter should only be used together with FixedLocator

Out[24]:
<AxesSubplot:xlabel='time'>
In [17]:
dfpNorm.plot(kind = 'line', figsize=(20,15),grid =True)
C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\core.py:1182: UserWarning:

FixedFormatter should only be used together with FixedLocator

Out[17]:
<AxesSubplot:xlabel='time'>
In [18]:
dfpAnorm.plot(kind = 'line', figsize=(20,15))
C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\core.py:1182: UserWarning:

FixedFormatter should only be used together with FixedLocator

Out[18]:
<AxesSubplot:xlabel='time'>
In [19]:
# pd.plotting.autocorrelation_plot(dfp.iloc[:,2])
In [20]:
dfp.columns
Out[20]:
Index(['label', 'x1', 'x2', 'x3', 'x4', 'x5', 'x6', 'x7', 'x8', 'x9', 'x10',
       'x11', 'x12', 'x13', 'x14', 'x15', 'x16', 'x17', 'x18', 'x19', 'x20',
       'x21', 'x22', 'x23', 'x24', 'x25', 'x26', 'x27', 'x28', 'x29', 'x30',
       'x31', 'x32', 'x33', 'x34', 'x35', 'x36', 'x37', 'x38', 'x39', 'x40',
       'x41', 'x42', 'x43', 'x44', 'x45', 'x46', 'x47', 'x48', 'x49', 'x50',
       'x51', 'x52', 'x53', 'x54', 'x55', 'x56', 'x57', 'x58', 'x59', 'x60',
       'x61'],
      dtype='object')
In [25]:
dfp.iloc[:,44].autocorr(lag=1)
Out[25]:
0.9994964608682516
In [26]:
# Draw Plot
def plotDfACorr(df):
    f1,ax = plt.subplots(len(df.columns),1 , figsize=(18, 100),sharex =False)
    for i in range(len(df.columns)):
        plot_acf(df.iloc[:,i],ax=ax[i],zero=False,title=df.columns[i])
        ax[i].grid()
    plt.show()
In [27]:
# Draw Plot
def plotDfPCorr(df):
    f1,ax = plt.subplots(len(df.columns),1 , figsize=(18, 100),sharex =False)
    for i in range(len(df.columns)):
        plot_pacf(df.iloc[:,i],ax=ax[i],zero=False,title=df.columns[i])
        ax[i].grid()
    plt.show()

Autocorrelation plots

In [28]:
plotDfACorr(dfp)
In [ ]:
 
In [29]:
plotDfACorr(dfpNorm)
C:\ProgramData\Anaconda3\lib\site-packages\statsmodels\tsa\stattools.py:546: RuntimeWarning:

invalid value encountered in true_divide

C:\ProgramData\Anaconda3\lib\site-packages\numpy\core\numeric.py:538: UserWarning:

Warning: converting a masked element to nan.

C:\ProgramData\Anaconda3\lib\site-packages\statsmodels\tsa\stattools.py:546: RuntimeWarning:

invalid value encountered in true_divide

C:\ProgramData\Anaconda3\lib\site-packages\numpy\core\numeric.py:538: UserWarning:

Warning: converting a masked element to nan.

In [ ]:
 
In [30]:
plotDfACorr(dfpAnorm)
C:\ProgramData\Anaconda3\lib\site-packages\statsmodels\tsa\stattools.py:546: RuntimeWarning:

invalid value encountered in true_divide

C:\ProgramData\Anaconda3\lib\site-packages\numpy\core\numeric.py:538: UserWarning:

Warning: converting a masked element to nan.

Partial Correlation plots:

In [31]:
dfp.columns
Out[31]:
Index(['label', 'x1', 'x2', 'x3', 'x4', 'x5', 'x6', 'x7', 'x8', 'x9', 'x10',
       'x11', 'x12', 'x13', 'x14', 'x15', 'x16', 'x17', 'x18', 'x19', 'x20',
       'x21', 'x22', 'x23', 'x24', 'x25', 'x26', 'x27', 'x28', 'x29', 'x30',
       'x31', 'x32', 'x33', 'x34', 'x35', 'x36', 'x37', 'x38', 'x39', 'x40',
       'x41', 'x42', 'x43', 'x44', 'x45', 'x46', 'x47', 'x48', 'x49', 'x50',
       'x51', 'x52', 'x53', 'x54', 'x55', 'x56', 'x57', 'x58', 'x59', 'x60',
       'x61'],
      dtype='object')
In [32]:
plotDfPCorr(dfp.iloc[:,1:])
In [ ]:
 
In [33]:
dfpNorm.columns
Out[33]:
Index(['label', 'x1', 'x2', 'x3', 'x4', 'x5', 'x6', 'x7', 'x8', 'x9', 'x10',
       'x11', 'x12', 'x13', 'x14', 'x15', 'x16', 'x17', 'x18', 'x19', 'x20',
       'x21', 'x22', 'x23', 'x24', 'x25', 'x26', 'x27', 'x28', 'x29', 'x30',
       'x31', 'x32', 'x33', 'x34', 'x35', 'x36', 'x37', 'x38', 'x39', 'x40',
       'x41', 'x42', 'x43', 'x44', 'x45', 'x46', 'x47', 'x48', 'x49', 'x50',
       'x51', 'x52', 'x53', 'x54', 'x55', 'x56', 'x57', 'x58', 'x59', 'x60',
       'x61'],
      dtype='object')
In [34]:
plotDfPCorr(dfpNorm.iloc[:,1:-1])
In [ ]:
 
In [35]:
plotDfPCorr(dfpAnorm.iloc[:,1:-1])
In [ ]:
 
In [ ]:
 
In [ ]:
 

pingouin.pcorr

In [36]:
dfp.corr()
Out[36]:
label x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 x13 x14 x15 x16 x17 x18 x19 x20 x21 x22 x23 x24 x25 x26 x27 x28 x29 x30 x31 x32 x33 x34 x35 x36 x37 x38 x39 x40 x41 x42 x43 x44 x45 x46 x47 x48 x49 x50 x51 x52 x53 x54 x55 x56 x57 x58 x59 x60 x61
label 1.000000 0.010227 -0.090961 -0.116369 0.016792 -0.006161 -0.033487 0.018346 0.002983 0.024217 0.003178 -0.035734 -0.003092 -0.023698 -0.008082 0.058647 -0.001329 -0.043873 -0.056908 -0.140868 0.005401 0.015817 -0.018220 -0.008410 0.023117 0.008187 -0.032704 -0.025215 0.000092 -0.039369 -0.001254 -0.005359 0.007576 -0.004383 -0.034436 -0.021424 -0.016998 -0.019723 0.008346 -0.002476 -0.016228 -0.003802 0.034149 -0.008513 -0.007857 -0.008368 0.012870 -0.017167 0.006628 0.012514 -0.025812 0.007895 -0.041135 -0.084188 -0.041177 -0.013450 -0.024917 -0.017802 0.005083 0.009165 0.016083 0.390321
x1 0.010227 1.000000 0.137199 -0.057523 0.061614 0.046796 -0.120384 0.260254 0.337250 -0.013921 0.015530 0.507275 0.561619 0.141518 0.119123 -0.036030 0.486049 0.052113 0.095003 -0.032095 0.033153 0.107912 0.006511 -0.033074 -0.343757 0.491719 -0.010424 0.064834 -0.208694 -0.273041 -0.070244 0.004932 0.507452 -0.187804 -0.191435 0.020614 0.121677 0.322033 0.024891 0.064505 0.230768 0.011112 0.126547 -0.037485 -0.032344 -0.475039 0.084661 0.194386 0.240242 0.068694 0.264131 0.487969 0.270655 0.096160 -0.304403 0.037154 0.089789 0.323856 0.014921 0.472180 -0.114438 0.004664
x2 -0.090961 0.137199 1.000000 0.180331 -0.137783 0.035360 -0.029706 -0.058053 0.383303 -0.018271 0.066337 0.361399 0.423202 -0.076023 0.018467 0.022096 0.428284 0.177260 0.161642 -0.111865 -0.061518 0.124943 0.187649 -0.015718 -0.099019 0.340523 0.068133 0.198809 -0.080019 0.039216 -0.172218 0.003682 0.364079 -0.255547 -0.035625 -0.080646 -0.006888 0.375120 -0.039859 0.081906 0.304692 -0.002277 0.062017 0.053379 -0.041009 -0.386260 -0.235716 0.228121 -0.218877 -0.098538 0.097052 0.337809 0.111428 0.045812 0.213488 0.300021 0.157117 0.007790 0.214721 0.341174 -0.129893 -0.061108
x3 -0.116369 -0.057523 0.180331 1.000000 -0.273556 -0.187914 0.011737 0.277747 0.203604 0.037892 0.047492 0.132009 0.286138 -0.159126 -0.017212 0.054334 0.380399 -0.189429 -0.247522 0.206869 0.033054 -0.221572 -0.210650 0.044567 0.073166 0.331998 0.250293 0.139991 0.445523 0.348326 0.238600 0.013517 0.321477 0.210142 0.048990 0.156679 0.528081 0.252210 0.089948 0.063004 0.342809 -0.012982 -0.042230 0.040294 0.184312 -0.318716 0.061424 -0.075580 -0.080096 0.114243 -0.045534 0.301978 -0.064739 -0.005799 0.514714 -0.015091 -0.014670 -0.057484 -0.406268 0.329741 0.113311 -0.059705
x4 0.016792 0.061614 -0.137783 -0.273556 1.000000 0.239145 0.201018 -0.037832 0.025199 0.021334 -0.000881 -0.033744 -0.053808 0.065649 -0.163826 -0.121238 -0.061886 0.115576 0.171387 -0.227455 -0.180625 0.109921 0.244012 0.255014 -0.017535 -0.029138 -0.329015 -0.132396 0.052921 -0.594632 -0.259821 0.001476 -0.002926 -0.326199 0.195076 -0.378430 -0.105620 0.032444 0.033410 -0.006543 -0.136059 0.008163 -0.048035 0.065030 -0.509236 0.040699 0.209482 0.105683 0.228375 0.015577 -0.307548 -0.009910 -0.243994 0.019032 -0.407168 -0.210416 -0.194464 -0.169534 -0.110220 -0.006763 -0.295451 -0.007333
x5 -0.006161 0.046796 0.035360 -0.187914 0.239145 1.000000 -0.030145 -0.015288 0.298127 0.018508 0.030280 -0.011797 0.025699 0.012356 -0.183213 -0.122773 0.021079 0.606393 0.647314 -0.432638 -0.228664 0.306329 0.704600 0.610117 -0.340649 -0.016909 -0.074510 0.046821 -0.003837 -0.033557 -0.697124 -0.009297 -0.011269 -0.544625 -0.047842 -0.261433 0.068846 0.417762 0.005563 0.006443 0.097465 -0.003022 0.022067 0.213451 -0.382071 -0.025377 -0.097596 0.162976 0.131716 -0.500876 -0.384730 0.007377 -0.349456 0.096991 0.080901 0.070947 -0.362978 -0.402099 0.050484 -0.001526 -0.040054 0.015751
x6 -0.033487 -0.120384 -0.029706 0.011737 0.201018 -0.030145 1.000000 -0.123885 0.039065 -0.052848 -0.060240 -0.023747 0.019885 0.613250 0.051312 -0.020393 -0.089889 0.061777 0.112294 -0.089379 0.019925 -0.134400 0.022535 0.055687 -0.078080 -0.106016 -0.029216 0.059362 -0.026365 0.401885 -0.044823 -0.005505 -0.071447 -0.118519 0.967606 -0.252028 0.039743 0.067647 -0.025484 -0.040072 0.008184 -0.002297 -0.330433 -0.075764 -0.153118 0.057023 -0.055071 0.289526 -0.054555 -0.018254 -0.028940 -0.074276 0.007456 0.078900 0.215440 0.240633 0.490965 -0.011936 -0.204748 -0.085573 -0.332208 -0.036955
x7 0.018346 0.260254 -0.058053 0.277747 -0.037832 -0.015288 -0.123885 1.000000 0.313287 0.215504 0.104244 0.323044 0.368400 0.061093 0.003541 -0.077024 0.371608 -0.089401 -0.170896 0.174479 0.068193 -0.020020 -0.124804 0.122178 -0.177509 0.399755 0.207290 0.137898 0.035791 -0.025984 0.147683 -0.000306 0.383143 0.105566 -0.164257 0.197141 0.567280 0.240425 0.209498 0.130246 0.247214 -0.016749 0.071517 0.014988 0.214378 -0.348763 0.193663 0.036111 0.182821 0.130134 0.039876 0.377698 0.028782 0.050687 -0.061172 -0.009459 -0.116499 0.102372 -0.323613 0.377601 0.165239 0.032053
x8 0.002983 0.337250 0.383303 0.203604 0.025199 0.298127 0.039065 0.313287 1.000000 0.063700 0.183666 0.505564 0.692687 -0.023208 -0.023209 -0.048107 0.643647 0.349449 0.348747 -0.251179 -0.196993 0.161014 0.414545 0.306636 -0.315257 0.548213 0.163389 0.234558 -0.015977 0.137978 -0.395790 0.002681 0.571946 -0.371014 -0.000807 -0.071814 0.412488 0.886353 0.106443 0.203064 0.458353 -0.004250 0.119216 0.044569 -0.233248 -0.603910 -0.127520 0.358280 -0.004529 -0.300584 -0.082903 0.565467 -0.060182 0.091949 0.274620 0.368858 -0.195720 -0.114469 -0.133213 0.565666 -0.135426 0.022360
x9 0.024217 -0.013921 -0.018271 0.037892 0.021334 0.018508 -0.052848 0.215504 0.063700 1.000000 0.542568 0.071504 0.055884 -0.024594 -0.028755 -0.023216 0.050853 0.010656 -0.007427 -0.019308 -0.027086 -0.004687 0.021387 0.056163 0.019213 0.070502 -0.041577 -0.045966 -0.014430 -0.052314 -0.010673 -0.006966 0.070847 -0.022835 -0.060286 -0.058899 0.090696 0.025360 0.672127 0.391467 0.029370 0.003476 0.046708 -0.013710 -0.031980 -0.064751 0.036185 0.004280 0.040541 -0.012327 -0.067831 0.071531 -0.052215 -0.030017 -0.022823 -0.025229 -0.037811 -0.057861 -0.083696 0.073609 -0.012289 0.043198
x10 0.003178 0.015530 0.066337 0.047492 -0.000881 0.030280 -0.060240 0.104244 0.183666 0.542568 1.000000 0.066688 0.099019 -0.062623 -0.022525 -0.093917 0.088430 0.059632 0.027847 -0.012200 -0.036890 0.001452 0.047392 0.041261 -0.026468 0.085552 -0.001558 0.011731 -0.007267 -0.032064 -0.057846 -0.010724 0.087334 -0.044012 -0.079038 -0.031942 0.051522 0.106957 0.363659 0.726238 0.049279 0.019976 0.109352 -0.020162 -0.046746 -0.095585 -0.044598 0.027651 0.003673 -0.051403 -0.021097 0.085876 -0.011916 -0.004083 0.014932 0.051552 -0.066831 -0.033268 -0.025720 0.089203 -0.009475 0.008585
x11 -0.035734 0.507275 0.361399 0.132009 -0.033744 -0.011797 -0.023747 0.323044 0.505564 0.071504 0.066688 1.000000 0.817429 0.089303 0.093666 -0.012536 0.732453 0.022670 -0.000548 0.032679 -0.033715 -0.027837 0.005157 -0.099146 -0.189662 0.776545 0.066843 0.072911 -0.209831 -0.085556 -0.013986 0.015851 0.787532 -0.039643 -0.043595 0.109257 0.132588 0.506545 0.069158 0.085716 0.458848 -0.002052 0.005858 -0.015627 0.070367 -0.782686 -0.046691 0.126607 0.052117 0.027024 0.245258 0.775583 0.253982 0.053239 -0.096338 0.177661 0.124744 0.230329 0.088395 0.771995 0.016753 -0.007223
x12 -0.003092 0.561619 0.423202 0.286138 -0.053808 0.025699 0.019885 0.368400 0.692687 0.055884 0.099019 0.817429 1.000000 0.025123 0.061718 -0.012749 0.897146 0.077708 0.040785 0.004293 -0.043410 -0.005710 0.060692 0.010217 -0.227254 0.891421 0.151912 0.176538 -0.066725 0.025803 -0.050795 0.011190 0.904498 -0.094366 0.001383 0.093542 0.371681 0.698364 0.061295 0.107327 0.613518 -0.005380 0.048908 0.001433 0.058067 -0.904930 -0.042079 0.200917 0.006030 -0.010144 0.173666 0.891246 0.181924 0.077997 0.070831 0.271276 0.057479 0.156241 -0.062708 0.887331 -0.008074 0.003718
x13 -0.023698 0.141518 -0.076023 -0.159126 0.065649 0.012356 0.613250 0.061093 -0.023208 -0.024594 -0.062623 0.089303 0.025123 1.000000 0.048851 -0.059287 -0.082095 -0.020902 -0.051160 -0.002324 0.106389 -0.097544 -0.057561 -0.102253 -0.164156 -0.059295 -0.033799 -0.090554 -0.353220 0.154699 0.020106 -0.007275 -0.047694 0.001013 0.573865 -0.014168 0.034462 0.003809 -0.015422 -0.040831 0.019616 -0.001436 -0.612379 -0.114036 0.008876 0.043069 -0.070222 0.198913 0.027473 -0.003104 0.206340 -0.064097 0.277757 0.079667 -0.104115 0.183334 0.537842 0.200827 -0.050233 -0.064370 -0.176971 -0.019817
x14 -0.008082 0.119123 0.018467 -0.017212 -0.163826 -0.183213 0.051312 0.003541 -0.023209 -0.028755 -0.022525 0.093666 0.061718 0.048851 1.000000 -0.036862 0.040655 -0.129117 -0.111873 0.091297 0.081096 0.001061 -0.194852 -0.214435 -0.041373 0.027340 0.098005 0.044928 -0.157018 0.093565 0.128183 0.003520 0.027284 0.091180 0.040701 0.159257 -0.048891 -0.058819 -0.038869 -0.015853 -0.027884 0.006547 -0.015504 -0.027914 0.130730 -0.032455 -0.053681 0.126447 0.006344 0.050878 0.251805 0.017667 0.247656 0.020442 -0.019572 0.161061 0.190033 0.229838 0.101636 0.013973 0.025946 -0.002578
x15 0.058647 -0.036030 0.022096 0.054334 -0.121238 -0.122773 -0.020393 -0.077024 -0.048107 -0.023216 -0.093917 -0.012536 -0.012749 -0.059287 -0.036862 1.000000 0.000320 -0.082414 -0.055375 -0.074146 0.013836 -0.062205 -0.070689 -0.194323 0.143389 -0.024218 0.066386 0.045904 0.034057 0.033905 0.088176 0.002059 -0.020491 0.001887 -0.000966 0.025057 -0.082010 -0.073938 -0.005276 -0.042896 -0.075700 -0.022565 -0.021530 -0.005764 0.051939 0.016440 -0.011772 0.031384 -0.018048 0.077994 0.053793 -0.026052 0.038041 -0.366710 0.072210 0.061694 0.124628 0.014819 0.041804 -0.025855 -0.014142 0.115529
x16 -0.001329 0.486049 0.428284 0.380399 -0.061886 0.021079 -0.089889 0.371608 0.643647 0.050853 0.088430 0.732453 0.897146 -0.082095 0.040655 0.000320 1.000000 0.052125 0.004197 0.032248 0.010728 0.048488 0.060535 0.058855 -0.157149 0.888614 0.271044 0.279767 0.038782 0.004842 -0.035887 0.011516 0.893129 -0.061558 -0.095113 0.198808 0.394067 0.678152 0.053007 0.096331 0.673522 -0.013679 0.055194 0.028667 0.093860 -0.890233 0.000170 0.156015 -0.014403 -0.022307 0.089551 0.830107 0.094247 0.053316 0.113771 0.190486 -0.027282 0.073955 -0.064762 0.882496 0.049813 -0.003470
x17 -0.043873 0.052113 0.177260 -0.189429 0.115576 0.606393 0.061777 -0.089401 0.349449 0.010656 0.059632 0.022670 0.077708 -0.020902 -0.129117 -0.082414 0.052125 1.000000 0.795377 -0.421064 -0.179293 0.296497 0.708681 0.553624 -0.427016 -0.038176 -0.050401 0.093651 -0.026272 0.117769 -0.722700 -0.001596 -0.014632 -0.663126 0.029275 -0.401406 0.006625 0.390692 -0.000651 0.063178 0.104600 -0.000408 0.130235 0.209130 -0.426848 -0.055383 -0.289789 0.323234 0.056379 -0.501028 -0.264438 -0.012519 -0.224001 0.187410 0.195035 0.285891 -0.308517 -0.342299 0.056743 -0.020431 -0.170297 -0.146767
x18 -0.056908 0.095003 0.161642 -0.247522 0.171387 0.647314 0.112294 -0.170896 0.348747 -0.007427 0.027847 -0.000548 0.040785 -0.051160 -0.111873 -0.055375 0.004197 0.795377 1.000000 -0.514755 -0.249849 0.373175 0.791321 0.589389 -0.392400 -0.097746 -0.103531 0.135541 -0.044306 0.096176 -0.822585 -0.003276 -0.063909 -0.745036 0.046496 -0.468835 -0.061842 0.396925 -0.020859 0.014176 0.051199 0.003081 0.242190 0.214041 -0.562236 -0.003280 -0.261058 0.399766 0.039059 -0.569213 -0.362603 -0.054197 -0.305970 0.170239 0.199701 0.282306 -0.299464 -0.410495 0.115792 -0.071142 -0.237194 -0.160879
x19 -0.140868 -0.032095 -0.111865 0.206869 -0.227455 -0.432638 -0.089379 0.174479 -0.251179 -0.019308 -0.012200 0.032679 0.004293 -0.002324 0.091297 -0.074146 0.032248 -0.421064 -0.514755 1.000000 0.316331 -0.194743 -0.543331 -0.290810 0.112250 0.118595 0.202394 -0.026423 0.151325 -0.021696 0.641162 -0.000933 0.076525 0.602571 -0.051362 0.432048 0.048710 -0.293860 -0.008339 0.005594 -0.007513 -0.001299 -0.097745 -0.126287 0.630372 -0.019233 0.242303 -0.290377 -0.008203 0.523324 0.312534 0.069666 0.268389 0.179593 -0.132393 -0.166212 0.271735 0.368330 -0.070883 0.076100 0.330151 -0.374144
x20 0.005401 0.033153 -0.061518 0.033054 -0.180625 -0.228664 0.019925 0.068193 -0.196993 -0.027086 -0.036890 -0.033715 -0.043410 0.106389 0.081096 0.013836 0.010728 -0.179293 -0.249849 0.316331 1.000000 0.044091 -0.277623 -0.153661 0.106375 0.054426 0.284733 0.069195 0.195133 0.114557 0.339663 0.002064 0.028565 0.338293 0.042160 0.299522 -0.008425 -0.171372 -0.047020 -0.062858 -0.005523 0.014224 -0.189940 -0.053862 0.472576 0.002035 0.125688 -0.166725 -0.000314 0.230572 0.128215 0.022330 0.161646 -0.003349 -0.089518 -0.184910 0.172155 0.134308 -0.005803 0.023297 0.110492 0.013562
x21 0.015817 0.107912 0.124943 -0.221572 0.109921 0.306329 -0.134400 -0.020020 0.161014 -0.004687 0.001452 -0.027837 -0.005710 -0.097544 0.001061 -0.062205 0.048488 0.296497 0.373175 -0.194743 0.044091 1.000000 0.402740 0.293026 0.024466 0.025256 0.039413 0.100746 0.026533 -0.107634 -0.355231 0.011775 0.030741 -0.272119 -0.178083 -0.077934 -0.023274 0.176904 -0.007069 0.009200 -0.019728 0.004635 0.108517 0.206146 -0.119008 -0.032925 0.016374 0.258125 -0.214895 -0.316038 -0.346024 0.042783 -0.315782 -0.011163 -0.065821 -0.079615 -0.199844 -0.315491 0.198511 0.037449 -0.123950 0.011437
x22 -0.018220 0.006511 0.187649 -0.210650 0.244012 0.704600 0.022535 -0.124804 0.414545 0.021387 0.047392 0.005157 0.060692 -0.057561 -0.194852 -0.070689 0.060535 0.708681 0.791321 -0.543331 -0.277623 0.402740 1.000000 0.646328 -0.390779 -0.046158 -0.034968 0.129856 0.001405 0.026983 -0.830681 -0.007428 -0.018157 -0.754131 -0.012074 -0.376082 0.026501 0.503555 0.016404 0.037332 0.083916 -0.005228 0.105505 0.272047 -0.554228 -0.042534 -0.234507 0.404242 0.039298 -0.600182 -0.382125 -0.001715 -0.353233 0.108311 0.182832 0.219547 -0.379610 -0.451967 0.013068 -0.019342 -0.240845 -0.037651
x23 -0.008410 -0.033074 -0.015718 0.044567 0.255014 0.610117 0.055687 0.122178 0.306636 0.056163 0.041261 -0.099146 0.010217 -0.102253 -0.214435 -0.194323 0.058855 0.553624 0.589389 -0.290810 -0.153661 0.293026 0.646328 1.000000 -0.382933 -0.034553 0.091210 0.217688 0.357526 0.105057 -0.609870 -0.010773 -0.023916 -0.604240 0.030033 -0.379887 0.266494 0.394384 0.063726 0.026023 0.148167 -0.009620 0.113937 0.173956 -0.364559 0.001740 0.038189 0.335719 -0.027096 -0.376942 -0.639741 -0.001161 -0.613328 0.392962 0.296755 0.071523 -0.442257 -0.631688 -0.393230 -0.021718 -0.137430 -0.041868
x24 0.023117 -0.343757 -0.099019 0.073166 -0.017535 -0.340649 -0.078080 -0.177509 -0.315257 0.019213 -0.026468 -0.189662 -0.227254 -0.164156 -0.041373 0.143389 -0.157149 -0.427016 -0.392400 0.112250 0.106375 0.024466 -0.390779 -0.382933 1.000000 -0.071926 -0.189546 -0.227307 0.111579 -0.055109 0.349065 0.008488 -0.081287 0.479089 -0.024026 0.137246 -0.117928 -0.335050 -0.001618 -0.058983 -0.139544 0.001180 -0.096485 -0.195629 0.088069 0.093477 0.097625 -0.470509 -0.180362 0.100242 -0.360495 -0.055600 -0.351885 -0.447695 -0.057901 -0.483968 0.054817 -0.369966 0.343878 -0.036864 0.060171 0.035252
x25 0.008187 0.491719 0.340523 0.331998 -0.029138 -0.016909 -0.106016 0.399755 0.548213 0.070502 0.085552 0.776545 0.891421 -0.059295 0.027340 -0.024218 0.888614 -0.038176 -0.097746 0.118595 0.054426 0.025256 -0.046158 -0.034553 -0.071926 1.000000 0.070262 0.016984 0.007715 -0.075453 0.077092 0.011320 0.996368 0.090113 -0.094778 0.188332 0.336065 0.559874 0.064931 0.085336 0.598274 -0.002953 0.010687 0.010029 0.185258 -0.974888 0.050290 -0.046842 0.006707 0.062436 0.112867 0.924826 0.110391 0.025587 -0.070849 -0.028297 0.006806 0.123445 -0.023667 0.993945 0.134720 0.004126
x26 -0.032704 -0.010424 0.068133 0.250293 -0.329015 -0.074510 -0.029216 0.207290 0.163389 -0.041577 -0.001558 0.066843 0.151912 -0.033799 0.098005 0.066386 0.271044 -0.050401 -0.103531 0.202394 0.284733 0.039413 -0.034968 0.091210 -0.189546 0.070262 1.000000 0.717804 0.248388 0.343227 0.146520 0.005887 0.046721 0.086373 -0.034758 0.458929 0.333808 0.238552 -0.012064 0.035339 0.151655 -0.022725 -0.042871 -0.048100 0.392539 -0.049514 0.091697 0.301875 -0.020727 0.056622 0.152292 0.033760 0.122338 0.080532 0.411231 0.426737 0.031913 0.107002 -0.193892 0.032516 0.190022 -0.019747
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x51 0.007895 0.487969 0.337809 0.301978 -0.009910 0.007377 -0.074276 0.377698 0.565467 0.071531 0.085876 0.775583 0.891246 -0.064097 0.017667 -0.026052 0.830107 -0.012519 -0.054197 0.069666 0.022330 0.042783 -0.001715 -0.001161 -0.055600 0.924826 0.033760 0.005586 0.005520 -0.047416 0.027487 0.010451 0.928525 0.039700 -0.068605 0.128360 0.335515 0.576154 0.067171 0.085811 0.558727 -0.000783 0.028899 0.013591 0.119360 -0.913023 0.034159 -0.020875 0.001624 0.016424 0.060915 1.000000 0.060297 0.019928 -0.042903 -0.034602 -0.018978 0.068072 -0.025328 0.924882 0.082093 0.003081
x52 -0.041135 0.270655 0.111428 -0.064739 -0.243994 -0.349456 0.007456 0.028782 -0.060182 -0.052215 -0.011916 0.253982 0.181924 0.277757 0.247656 0.038041 0.094247 -0.224001 -0.305970 0.268389 0.161646 -0.315782 -0.353233 -0.613328 -0.351885 0.110391 0.122338 -0.042013 -0.402661 -0.050800 0.346293 0.003715 0.104675 0.242958 0.008684 0.308974 -0.154598 -0.111884 -0.059456 0.018717 0.002322 0.008637 -0.153312 0.016532 0.341720 -0.088033 -0.081219 0.056856 0.171131 0.291959 0.919098 0.060297 1.000000 0.120705 -0.229743 0.316067 0.421505 0.847152 0.102886 0.068729 0.049387 -0.063746
x53 -0.084188 0.096160 0.045812 -0.005799 0.019032 0.096991 0.078900 0.050687 0.091949 -0.030017 -0.004083 0.053239 0.077997 0.079667 0.020442 -0.366710 0.053316 0.187410 0.170239 0.179593 -0.003349 -0.011163 0.108311 0.392962 -0.447695 0.025587 0.080532 0.076263 -0.014216 0.029936 -0.103419 -0.017574 0.027997 -0.151319 0.060725 -0.039963 0.046602 0.102818 -0.011585 0.000977 0.052651 0.000958 0.024357 0.069802 -0.007237 -0.034997 -0.038834 0.162307 0.055954 0.001163 0.115055 0.019928 0.120705 1.000000 0.034442 0.160608 0.016517 0.098898 -0.108984 0.011459 -0.024211 -0.210882
x54 -0.041177 -0.304403 0.213488 0.514714 -0.407168 0.080901 0.215440 -0.061172 0.274620 -0.022823 0.014932 -0.096338 0.070831 -0.104115 -0.019572 0.072210 0.113771 0.195035 0.199701 -0.132393 -0.089518 -0.065821 0.182832 0.296755 -0.057901 -0.070849 0.411231 0.469811 0.369176 0.732887 -0.179323 -0.001319 -0.060066 -0.172424 0.234115 -0.010031 0.390913 0.373690 0.006291 0.026406 0.270801 -0.015014 -0.022415 0.118205 -0.055973 -0.008942 -0.223792 0.288705 -0.281065 -0.285861 -0.221662 -0.042903 -0.229743 0.034442 1.000000 0.439932 -0.084547 -0.334670 -0.272504 -0.057957 -0.106632 -0.018056
x55 -0.013450 0.037154 0.300021 -0.015091 -0.210416 0.070947 0.240633 -0.009459 0.368858 -0.025229 0.051552 0.177661 0.271276 0.183334 0.161061 0.061694 0.190486 0.285891 0.282306 -0.166212 -0.184910 -0.079615 0.219547 0.071523 -0.483968 -0.028297 0.426737 0.521653 -0.157947 0.313649 -0.248345 0.002801 -0.003944 -0.381226 0.177438 -0.076800 0.152521 0.350512 -0.008380 0.066292 0.146500 -0.015975 0.073776 -0.017943 -0.130715 -0.054185 -0.257026 0.711219 -0.099339 -0.115237 0.288079 -0.034602 0.316067 0.160608 0.439932 1.000000 0.164676 0.194131 -0.106123 -0.041676 -0.182684 0.002049
x56 -0.024917 0.089789 0.157117 -0.014670 -0.194464 -0.362978 0.490965 -0.116499 -0.195720 -0.037811 -0.066831 0.124744 0.057479 0.537842 0.190033 0.124628 -0.027282 -0.308517 -0.299464 0.271735 0.172155 -0.199844 -0.379610 -0.442257 0.054817 0.006806 0.031913 -0.006375 -0.287644 0.045635 0.409528 0.001205 0.009369 0.232377 0.495289 0.149519 -0.176232 -0.254818 -0.065689 -0.060431 0.003261 0.010230 -0.385427 -0.206454 0.346691 0.013833 -0.017248 0.128644 -0.118524 0.373768 0.413847 -0.018978 0.421505 0.016517 -0.084547 0.164676 1.000000 0.406422 0.149248 -0.024358 -0.107046 -0.026440
x57 -0.017802 0.323856 0.007790 -0.057484 -0.169534 -0.402099 -0.011936 0.102372 -0.114469 -0.057861 -0.033268 0.230329 0.156241 0.200827 0.229838 0.014819 0.073955 -0.342299 -0.410495 0.368330 0.134308 -0.315491 -0.451967 -0.631688 -0.369966 0.123445 0.107002 -0.010927 -0.368494 -0.149527 0.481335 0.047446 0.112061 0.335620 -0.025106 0.324977 -0.126385 -0.188418 -0.034905 0.017235 -0.058109 0.015202 -0.033787 -0.051066 0.398396 -0.052229 0.207972 -0.012767 0.227208 0.437342 0.884623 0.068072 0.847152 0.098898 -0.334670 0.194131 0.406422 1.000000 0.014729 0.073985 0.106532 -0.013197
x58 0.005083 0.014921 0.214721 -0.406268 -0.110220 0.050484 -0.204748 -0.323613 -0.133213 -0.083696 -0.025720 0.088395 -0.062708 -0.050233 0.101636 0.041804 -0.064762 0.056743 0.115792 -0.070883 -0.005803 0.198511 0.013068 -0.393230 0.343878 -0.023667 -0.193892 -0.160872 -0.382306 -0.180572 -0.075926 0.000190 -0.027385 0.105281 -0.182443 0.136817 -0.483429 -0.151780 -0.142232 -0.060026 -0.154903 0.015442 -0.023254 -0.019855 0.052032 -0.007427 -0.247748 -0.261273 0.003518 -0.095601 0.092531 -0.025328 0.102886 -0.108984 -0.272504 -0.106123 0.149248 0.014729 1.000000 -0.010551 0.108694 -0.018811
x59 0.009165 0.472180 0.341174 0.329741 -0.006763 -0.001526 -0.085573 0.377601 0.565666 0.073609 0.089203 0.771995 0.887331 -0.064370 0.013973 -0.025855 0.882496 -0.020431 -0.071142 0.076100 0.023297 0.037449 -0.019342 -0.021718 -0.036864 0.993945 0.032516 -0.005643 0.006309 -0.060828 0.038842 0.011041 0.994616 0.071451 -0.076460 0.149863 0.331711 0.580853 0.067541 0.086334 0.593085 -0.003268 0.016441 0.010372 0.126847 -0.978280 0.031816 -0.053853 0.001298 0.018351 0.068796 0.924882 0.068729 0.011459 -0.057957 -0.041676 -0.024358 0.073985 -0.010551 1.000000 0.101891 0.004727
x60 0.016083 -0.114438 -0.129893 0.113311 -0.295451 -0.040054 -0.332208 0.165239 -0.135426 -0.012289 -0.009475 0.016753 -0.008074 -0.176971 0.025946 -0.014142 0.049813 -0.170297 -0.237194 0.330151 0.110492 -0.123950 -0.240845 -0.137430 0.060171 0.134720 0.190022 -0.117748 0.194316 0.034389 0.248583 0.000560 0.068385 0.501985 -0.281033 0.524003 -0.000609 -0.132518 -0.010539 -0.035976 0.028072 0.010652 0.008647 0.008372 0.510141 -0.075058 0.000680 -0.538669 -0.084365 0.136336 0.155222 0.082093 0.049387 -0.024211 -0.106632 -0.182684 -0.107046 0.106532 0.108694 0.101891 1.000000 0.012547
x61 0.390321 0.004664 -0.061108 -0.059705 -0.007333 0.015751 -0.036955 0.032053 0.022360 0.043198 0.008585 -0.007223 0.003718 -0.019817 -0.002578 0.115529 -0.003470 -0.146767 -0.160879 -0.374144 0.013562 0.011437 -0.037651 -0.041868 0.035252 0.004126 -0.019747 -0.025551 -0.013687 -0.014115 -0.001710 -0.006429 0.002827 -0.000985 -0.033863 -0.022426 0.005173 0.001820 0.027316 0.000394 -0.000913 0.007399 0.018739 0.002714 0.000881 0.001763 0.022348 -0.004172 -0.017376 -0.006535 -0.019891 0.003081 -0.063746 -0.210882 -0.018056 0.002049 -0.026440 -0.013197 -0.018811 0.004727 0.012547 1.000000
In [ ]:
 
In [37]:
dfp.pcorr()
Out[37]:
label x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 x13 x14 x15 x16 x17 x18 x19 x20 x21 x22 x23 x24 x25 x26 x27 x28 x29 x30 x31 x32 x33 x34 x35 x36 x37 x38 x39 x40 x41 x42 x43 x44 x45 x46 x47 x48 x49 x50 x51 x52 x53 x54 x55 x56 x57 x58 x59 x60 x61
label 1.000000 -0.033364 -0.075696 -0.131390 -0.001621 -0.034674 0.001347 0.031808 -0.009485 -0.004096 -0.003667 -0.081844 -0.011018 0.003197 0.003823 0.005630 0.049095 0.011753 -0.013056 0.009430 0.001133 0.032448 -0.013613 0.026230 -0.000107 -0.036296 -0.009328 -0.019967 0.037870 -0.011199 0.013855 -0.002916 0.032738 -0.004698 -0.010926 -0.010195 -0.007467 0.014545 0.002907 0.004044 -0.022247 -0.008444 -0.000814 -0.013376 -0.012902 -0.023408 -0.006710 -0.040996 0.032333 0.007442 -0.011122 0.023521 0.020338 -0.026803 0.059591 0.018557 0.054593 0.014954 0.004061 0.000866 0.029273 0.297700
x1 -0.033364 1.000000 -0.200755 -0.067045 -0.058872 -0.007915 -0.021670 -0.034431 -0.101336 -0.050741 -0.017751 -0.072076 0.284343 0.183536 0.098104 -0.058305 0.074632 -0.030865 0.187617 -0.046872 0.011272 0.113651 -0.277188 0.082932 -0.048639 -0.201685 -0.034913 0.011428 0.248318 -0.039618 0.014722 -0.018150 0.218340 -0.087100 -0.044714 0.103864 0.039829 0.153266 0.021810 0.031451 -0.093316 0.004562 0.031739 -0.124544 0.015326 0.024938 -0.015499 -0.014150 0.075444 0.012898 0.120411 -0.054873 -0.045410 -0.124032 -0.059572 -0.238727 0.141969 0.068217 0.089047 -0.078473 0.043152 0.015565
x2 -0.075696 -0.200755 1.000000 0.233191 0.015445 -0.024156 0.086697 -0.010338 -0.019077 -0.027659 -0.038795 -0.063369 -0.004817 -0.009726 0.007208 -0.120383 0.059225 0.022208 -0.080390 -0.032581 0.106601 0.110054 0.077043 0.028502 0.020069 -0.304871 -0.131685 0.088138 -0.000885 -0.156839 0.028596 0.006870 0.325471 -0.181401 -0.121354 -0.086706 -0.098254 0.152138 0.022403 0.059710 0.015353 -0.017999 -0.060671 -0.096965 0.279737 0.131520 -0.026211 -0.175256 -0.150467 0.009972 0.131325 0.007287 -0.001565 -0.037609 0.140774 0.129588 0.100401 -0.025264 0.183984 -0.033052 0.198543 -0.046083
x3 -0.131390 -0.067045 0.233191 1.000000 -0.039419 0.004462 0.059074 0.097290 -0.038783 0.013159 0.049191 0.048570 -0.033039 -0.118654 0.017243 0.054884 0.256029 -0.040163 0.011167 0.001826 -0.098482 0.008812 -0.098654 -0.001950 -0.000257 0.091653 0.081581 -0.224937 0.252501 0.088376 0.012572 0.004245 -0.087521 0.036788 -0.078459 -0.065917 0.230718 -0.021427 -0.088107 0.005839 -0.090402 -0.010638 -0.089018 0.015785 -0.220676 -0.004665 -0.022253 -0.028785 0.142034 0.034336 -0.074933 -0.031345 0.066121 0.017150 0.297345 -0.164565 0.191913 0.071031 -0.171472 -0.001684 -0.011666 -0.015013
x4 -0.001621 -0.058872 0.015445 -0.039419 1.000000 0.022750 0.146222 0.024930 -0.008136 -0.003854 0.002436 -0.014034 -0.005221 -0.095903 0.008182 -0.058293 -0.016351 -0.032790 0.027815 -0.003459 -0.042154 -0.011760 -0.036181 0.028288 -0.001422 -0.032214 0.072495 -0.028213 0.119737 -0.653583 0.036841 -0.000696 0.053069 -0.031006 0.002025 0.056447 0.003218 0.047635 0.011158 -0.012983 0.023999 0.013903 -0.149704 -0.034214 -0.089820 0.035789 -0.002535 0.006786 -0.005335 0.050908 0.008547 0.001854 -0.033438 -0.039952 -0.080783 -0.033179 -0.464006 0.015457 0.033041 -0.048197 -0.037170 -0.006504
x5 -0.034674 -0.007915 -0.024156 0.004462 0.022750 1.000000 0.045255 -0.022473 -0.082806 0.014644 -0.004149 -0.030856 -0.016318 -0.001009 -0.028115 -0.023036 -0.076178 0.024990 0.043411 -0.032784 -0.036975 0.064998 0.059623 0.109394 -0.071036 0.136118 -0.021073 -0.023869 -0.076179 -0.041623 -0.058071 -0.013083 -0.112174 -0.048541 -0.043491 -0.019878 0.037289 0.150965 -0.019650 0.002513 0.009289 -0.021218 -0.042159 0.041949 -0.032410 0.025175 0.034249 -0.137849 0.123984 -0.057327 -0.006749 0.038987 -0.005671 -0.147773 0.027311 0.084181 0.028557 -0.005400 0.176046 -0.034256 -0.027478 0.026840
x6 0.001347 -0.021670 0.086697 0.059074 0.146222 0.045255 1.000000 0.043191 -0.078576 -0.054983 0.042662 -0.022003 -0.019975 0.803184 0.035908 0.024787 -0.043374 0.004436 -0.031608 -0.030539 0.095350 0.063843 0.042203 0.048600 0.010204 -0.072519 0.085039 0.111242 0.111858 0.177007 -0.100094 0.008821 0.034170 0.328177 0.973057 0.003261 -0.059389 0.095675 0.045035 -0.046882 -0.015101 0.103876 0.896335 0.043055 -0.186833 -0.054724 -0.051365 0.320359 0.120033 -0.047093 -0.073333 0.011842 0.039893 -0.052029 -0.098953 -0.149271 0.241982 0.031256 -0.016935 0.083293 0.023445 -0.046387
x7 0.031808 -0.034431 -0.010338 0.097290 0.024930 -0.022473 0.043191 1.000000 0.288971 0.327968 -0.136605 0.229484 0.004193 0.027469 -0.027134 0.007819 -0.001227 -0.016359 0.001593 -0.010007 0.002429 -0.018939 -0.103724 0.042859 -0.030783 -0.007001 -0.091390 0.110448 -0.112796 0.019804 0.009593 -0.005796 0.002542 -0.045217 -0.048120 0.052439 0.460844 -0.211494 -0.282450 0.140551 -0.056631 -0.012960 -0.029899 0.058627 0.140196 0.008871 0.012641 0.049865 0.067205 -0.005192 0.012284 -0.030854 -0.004620 -0.052429 -0.152129 -0.054500 -0.119943 -0.020983 -0.008900 0.013300 0.084661 -0.008956
x8 -0.009485 -0.101336 -0.019077 -0.038783 -0.008136 -0.082806 -0.078576 0.288971 1.000000 -0.147519 0.163561 -0.127495 0.051742 0.074073 0.034075 -0.001066 0.001026 0.062667 0.035228 0.029356 -0.029831 0.082810 -0.011489 0.010748 0.013572 -0.140821 -0.018972 -0.121475 0.065996 -0.025126 0.045288 0.003050 0.139321 0.007249 0.059673 0.016206 -0.133965 0.674913 0.116880 -0.057130 -0.031184 0.009627 0.101218 -0.076161 0.013715 -0.019812 -0.014967 0.010716 0.050294 0.052680 -0.014421 -0.001208 -0.016643 -0.016807 0.016293 0.071437 0.091993 0.017612 -0.015236 -0.021269 0.091100 0.054944
x9 -0.004096 -0.050741 -0.027659 0.013159 -0.003854 0.014644 -0.054983 0.327968 -0.147519 1.000000 0.474598 -0.140895 0.036057 0.071956 0.029780 -0.032056 0.001744 0.024089 0.006800 0.007645 -0.016181 0.027796 0.009069 0.002663 0.021435 0.010031 0.052629 -0.020218 -0.021979 -0.003234 0.007852 -0.000497 -0.010388 0.020785 0.041111 -0.007313 -0.413994 0.109032 0.700887 -0.302016 -0.002792 0.009512 0.056380 0.007933 -0.038601 -0.022006 -0.015695 -0.013336 0.052019 0.008127 -0.024572 0.047522 0.009194 -0.014535 0.081972 0.014257 0.070667 -0.000892 -0.100552 0.000281 -0.061548 0.026174
x10 -0.003667 -0.017751 -0.038795 0.049191 0.002436 -0.004149 0.042662 -0.136605 0.163561 0.474598 1.000000 0.003308 0.030153 -0.041355 -0.015237 -0.086301 -0.003103 -0.048804 -0.017450 0.003924 0.077673 0.000046 -0.003139 0.027605 -0.008204 0.011167 -0.033956 0.044973 -0.039034 -0.040788 -0.034861 0.006657 -0.017251 -0.028745 -0.037639 0.003383 0.113408 -0.143007 -0.275435 0.691942 -0.030218 0.011615 -0.030033 -0.030795 0.018528 -0.000558 -0.009522 -0.074209 -0.028722 -0.047755 0.026816 0.000267 0.010702 -0.042802 -0.005488 0.056480 -0.011306 -0.007970 0.038907 0.019566 -0.009033 -0.015621
x11 -0.081844 -0.072076 -0.063369 0.048570 -0.014034 -0.030856 -0.022003 0.229484 -0.127495 -0.140895 0.003308 1.000000 0.194977 0.096270 0.040051 -0.054509 -0.060765 0.013921 0.010619 0.041303 -0.023378 -0.058664 -0.030530 0.033222 -0.040803 -0.113879 0.049976 0.045343 -0.050148 -0.062216 -0.012668 0.017306 0.106973 0.064858 -0.000022 0.012385 -0.372885 0.142330 0.259021 -0.068985 0.005747 0.005549 0.022100 0.001540 0.005094 -0.043376 -0.012623 0.024542 0.021778 0.013363 0.015907 0.160749 -0.006605 -0.079787 0.037909 0.014922 0.048455 -0.004005 0.082647 0.023175 0.030600 0.033318
x12 -0.011018 0.284343 -0.004817 -0.033039 -0.005221 -0.016318 -0.019975 0.004193 0.051742 0.036057 0.030153 0.194977 1.000000 -0.012243 -0.032366 -0.003028 0.231495 0.003691 -0.008024 -0.004223 -0.033672 -0.050864 0.016045 -0.047968 0.024512 -0.015085 -0.086477 0.012515 0.009486 -0.004087 0.043414 0.007993 0.037636 -0.007876 0.037779 -0.095794 0.052388 0.180934 -0.052915 -0.029605 0.056206 0.004979 0.033340 0.038898 0.078594 -0.011253 0.017396 -0.028458 0.018097 -0.003368 0.021107 0.427053 -0.012176 0.066587 -0.046310 0.327661 0.023391 -0.038626 -0.055075 -0.022431 0.036348 0.002470
x13 0.003197 0.183536 -0.009726 -0.118654 -0.095903 -0.001009 0.803184 0.027469 0.074073 0.071956 -0.041355 0.096270 -0.012243 1.000000 -0.131675 -0.017728 0.020041 -0.010678 -0.024422 0.031745 -0.014065 -0.003459 -0.036845 -0.038004 -0.071847 0.057528 -0.070489 -0.125155 -0.185724 -0.040194 0.005045 -0.002914 -0.024980 -0.103534 -0.766122 -0.016944 0.158545 -0.128473 -0.098412 0.066933 0.069133 -0.090059 -0.852767 -0.034615 0.030699 0.008767 0.040214 -0.230742 -0.013762 -0.002586 -0.019370 -0.051771 0.006024 0.029269 -0.033533 0.210791 -0.028116 -0.045188 -0.028813 -0.094606 -0.003343 0.019522
x14 0.003823 0.098104 0.007208 0.017243 0.008182 -0.028115 0.035908 -0.027134 0.034075 0.029780 -0.015237 0.040051 -0.032366 -0.131675 1.000000 -0.083040 0.008861 -0.055200 -0.031736 -0.012894 0.044634 0.050156 -0.144233 0.026971 -0.010499 0.046281 -0.051652 -0.055144 -0.040064 0.096523 -0.004227 0.001091 -0.041117 0.006996 -0.023718 0.083884 0.016697 -0.035714 -0.019449 -0.001897 -0.014985 0.001516 -0.055595 0.036631 -0.040461 -0.047212 -0.017454 0.121076 0.080324 -0.067297 0.004733 0.001894 -0.003496 -0.044311 -0.069028 0.062588 0.019644 0.011585 0.088588 -0.032652 0.023913 -0.032332
x15 0.005630 -0.058305 -0.120383 0.054884 -0.058293 -0.023036 0.024787 0.007819 -0.001066 -0.032056 -0.086301 -0.054509 -0.003028 -0.017728 -0.083040 1.000000 0.038008 -0.019972 0.102317 -0.025683 0.004742 -0.006660 -0.041728 0.003940 0.038137 -0.086482 0.009411 -0.032698 0.020967 -0.061005 0.067274 -0.008497 0.073366 -0.139738 -0.033586 0.059322 -0.097464 0.020118 0.069709 0.022232 -0.101766 -0.022605 -0.043579 0.009032 0.094184 -0.004714 0.024531 -0.039313 0.037687 0.039224 0.089207 0.016677 -0.029388 -0.204980 0.045772 0.059830 0.048865 -0.022841 -0.037885 0.030808 0.049596 0.041098
x16 0.049095 0.074632 0.059225 0.256029 -0.016351 -0.076178 -0.043374 -0.001227 0.001026 0.001744 -0.003103 -0.060765 0.231495 0.020041 0.008861 0.038008 1.000000 0.059816 -0.044878 0.015751 0.001260 -0.043028 -0.003302 0.042890 0.008733 -0.026071 0.146392 0.195794 -0.026858 -0.054817 -0.008430 -0.007001 0.051452 0.037022 0.047428 0.126079 -0.104219 0.088553 0.044102 -0.038120 0.325189 -0.009912 0.034160 0.049526 -0.039693 -0.048655 0.001740 0.055354 -0.054680 -0.006246 0.011376 -0.103936 -0.006946 -0.037945 -0.126181 0.011633 -0.065091 -0.013062 0.094895 0.010525 0.007733 0.001627
x17 0.011753 -0.030865 0.022208 -0.040163 -0.032790 0.024990 0.004436 -0.016359 0.062667 0.024089 -0.048804 0.013921 0.003691 -0.010678 -0.055200 -0.019972 0.059816 1.000000 0.279675 -0.024082 0.103168 0.122691 0.006164 0.033491 -0.035217 0.082264 0.012852 -0.102270 -0.039776 -0.015737 -0.008453 0.018498 -0.085854 -0.139332 0.012272 -0.078102 0.050693 -0.075092 -0.041323 0.096866 -0.004621 0.004312 -0.016715 0.003749 0.024359 -0.045175 -0.043842 -0.147298 0.102721 -0.025326 0.030047 -0.003231 -0.033194 -0.033085 0.032210 0.144350 -0.070896 0.003647 0.039695 -0.001967 -0.071097 -0.138366
x18 -0.013056 0.187617 -0.080390 0.011167 0.027815 0.043411 -0.031608 0.001593 0.035228 0.006800 -0.017450 0.010619 -0.008024 -0.024422 -0.031736 0.102317 -0.044878 0.279675 1.000000 -0.084553 0.101129 0.129898 0.221067 -0.026256 -0.173807 0.039674 -0.033774 0.013208 -0.000256 0.085180 -0.130548 0.003961 -0.014872 0.063909 0.051708 -0.103126 -0.075772 -0.001423 0.026839 -0.031737 0.037655 0.014357 0.138198 0.061790 -0.106205 -0.006052 0.067767 -0.044158 0.030368 -0.078660 -0.160034 -0.029438 0.082043 0.012283 0.022352 0.109142 0.106770 -0.089138 0.229845 -0.068816 0.034765 -0.283303
x19 0.009430 -0.046872 -0.032581 0.001826 -0.003459 -0.032784 -0.030539 -0.010007 0.029356 0.007645 0.003924 0.041303 -0.004223 0.031745 -0.012894 -0.025683 0.015751 -0.024082 -0.084553 1.000000 0.070244 0.023225 -0.027643 0.061801 0.076889 0.081119 -0.041392 -0.009110 0.063156 0.001296 0.041488 -0.023966 -0.065522 0.031633 0.029137 -0.020707 0.020028 -0.028870 -0.031900 0.037319 -0.015981 -0.002438 0.042831 -0.011321 0.091157 0.028163 -0.029412 0.062450 0.033773 0.079967 0.042615 0.016585 -0.060663 0.102107 0.013501 -0.009363 0.026151 0.089571 0.000265 -0.022648 0.018703 -0.490133
x20 0.001133 0.011272 0.106601 -0.098482 -0.042154 -0.036975 0.095350 0.002429 -0.029831 -0.016181 0.077673 -0.023378 -0.033672 -0.014065 0.044634 0.004742 0.001260 0.103168 0.101129 0.070244 1.000000 -0.017364 -0.052123 -0.075887 0.020979 0.108932 0.173653 0.054382 0.193327 0.108336 -0.019326 0.009837 -0.064894 -0.008517 -0.095380 -0.024781 -0.037922 0.019317 0.031260 -0.097218 0.003629 0.010605 -0.084080 0.005080 0.059488 -0.023387 0.009702 0.005405 0.004833 0.026677 -0.064087 0.021459 0.132984 0.082888 -0.155130 -0.165709 -0.044308 -0.042947 -0.089731 -0.118150 -0.171970 0.131314
x21 0.032448 0.113651 0.110054 0.008812 -0.011760 0.064998 0.063843 -0.018939 0.082810 0.027796 0.000046 -0.058664 -0.050864 -0.003459 0.050156 -0.006660 -0.043028 0.122691 0.129898 0.023225 -0.017364 1.000000 0.088227 -0.136684 0.040476 0.094491 -0.017641 0.132844 0.030685 0.003924 -0.088099 0.014285 -0.129487 0.008576 -0.059655 -0.023482 0.024224 -0.006227 -0.002499 -0.030418 -0.023814 0.002937 -0.033443 0.149515 0.195056 0.039712 0.049579 0.461406 -0.357092 -0.046014 -0.026648 0.029136 -0.079782 0.146771 -0.147735 -0.325633 -0.184900 -0.017981 0.096946 0.146967 -0.054307 0.075689
x22 -0.013613 -0.277188 0.077043 -0.098654 -0.036181 0.059623 0.042203 -0.103724 -0.011489 0.009069 -0.003139 -0.030530 0.016045 -0.036845 -0.144233 -0.041728 -0.003302 0.006164 0.221067 -0.027643 -0.052123 0.088227 1.000000 0.090473 -0.048818 0.072252 0.066170 -0.109966 0.091931 0.034912 -0.074064 0.005657 -0.072605 -0.145554 -0.053991 0.146442 0.007285 0.176727 0.038515 -0.022832 -0.052769 -0.010669 -0.059518 0.122480 -0.087423 -0.029312 -0.042509 0.035720 0.089552 -0.038261 0.137801 0.040222 -0.132763 -0.153120 -0.121940 -0.063150 0.047404 0.014256 0.058686 -0.006160 -0.117179 -0.031427
x23 0.026230 0.082932 0.028502 -0.001950 0.028288 0.109394 0.048600 0.042859 0.010748 0.002663 0.027605 0.033222 -0.047968 -0.038004 0.026971 0.003940 0.042890 0.033491 -0.026256 0.061801 -0.075887 -0.136684 0.090473 1.000000 -0.703636 0.147256 0.057051 0.031087 0.010311 0.028427 -0.050346 0.036676 -0.138076 -0.140228 -0.040562 -0.076697 -0.050773 0.023471 0.008545 -0.021896 -0.015090 0.006150 -0.039711 0.050233 0.167959 0.138754 0.573937 0.068015 -0.084708 0.014769 -0.140506 0.021328 -0.241515 0.738677 -0.068568 -0.060686 -0.079323 -0.756622 -0.267974 0.055301 -0.110579 0.015836
x24 -0.000107 -0.048639 0.020069 -0.000257 -0.001422 -0.071036 0.010204 -0.030783 0.013572 0.021435 -0.008204 -0.040803 0.024512 -0.071847 -0.010499 0.038137 0.008733 -0.035217 -0.173807 0.076889 0.020979 0.040476 -0.048818 -0.703636 1.000000 -0.053314 0.077727 -0.038247 -0.000681 -0.022875 0.038359 0.039797 0.067674 0.154862 -0.011114 0.031995 0.011488 -0.026228 0.003123 0.006756 0.000901 0.006999 -0.034273 -0.013299 -0.069401 0.091458 0.593014 -0.032585 0.037299 -0.087926 -0.133530 0.000840 -0.152946 0.289367 -0.046378 0.007703 0.076757 -0.796356 0.141847 -0.004906 -0.075553 -0.046944
x25 -0.036296 -0.201685 -0.304871 0.091653 -0.032214 0.136118 -0.072519 -0.007001 -0.140821 0.010031 0.011167 -0.113879 -0.015085 0.057528 0.046281 -0.086482 -0.026071 0.082264 0.039674 0.081119 0.108932 0.094491 0.072252 0.147256 -0.053314 1.000000 -0.107024 0.046268 0.048131 -0.293456 -0.007997 -0.009062 0.929549 0.261279 0.017945 0.122378 0.058240 0.120646 -0.040838 0.023754 0.117923 0.005199 -0.055079 -0.231123 0.420038 -0.008647 0.026857 -0.018362 0.121431 -0.020692 0.073080 -0.108148 0.013021 -0.184949 0.107337 0.061611 0.070186 -0.011797 0.051884 0.078915 0.637103 0.081610
x26 -0.009328 -0.034913 -0.131685 0.081581 0.072495 -0.021073 0.085039 -0.091390 -0.018972 0.052629 -0.033956 0.049976 -0.086477 -0.070489 -0.051652 0.009411 0.146392 0.012852 -0.033774 -0.041392 0.173653 -0.017641 0.066170 0.057051 0.077727 -0.107024 1.000000 0.465425 0.036982 0.028104 0.068280 -0.012351 0.083012 -0.031680 -0.101552 0.093080 0.078473 0.089725 -0.071014 0.064339 -0.102832 -0.020194 -0.127334 -0.185163 0.328011 -0.046083 0.062392 0.222897 0.102536 -0.103193 0.167497 -0.026386 0.005031 -0.005362 0.023863 0.052797 -0.097928 -0.019695 0.016091 0.018452 0.271368 -0.019941
x27 -0.019967 0.011428 0.088138 -0.224937 -0.028213 -0.023869 0.111242 0.110448 -0.121475 -0.020218 0.044973 0.045343 0.012515 -0.125155 -0.055144 -0.032698 0.195794 -0.102270 0.013208 -0.009110 0.054382 0.132844 -0.109966 0.031087 -0.038247 0.046268 0.465425 1.000000 0.042580 -0.042608 0.096469 -0.019383 -0.006097 -0.153799 -0.095403 0.217103 0.073899 0.007280 -0.034696 -0.016627 -0.002072 -0.017327 -0.046892 0.004500 -0.176391 0.099759 0.017694 -0.166350 0.086981 0.082267 -0.061411 -0.036969 -0.110079 -0.069055 0.234910 0.192442 0.044501 0.061738 0.103445 -0.091957 -0.121548 -0.052902
x28 0.037870 0.248318 -0.000885 0.252501 0.119737 -0.076179 0.111858 -0.112796 0.065996 -0.021979 -0.039034 -0.050148 0.009486 -0.185724 -0.040064 0.020967 -0.026858 -0.039776 -0.000256 0.063156 0.193327 0.030685 0.091931 0.010311 -0.000681 0.048131 0.036982 0.042580 1.000000 -0.108155 -0.054040 0.016150 -0.085436 -0.049145 -0.069372 -0.026600 -0.069879 -0.123815 0.026071 0.048306 -0.064839 -0.010515 -0.099491 0.109942 0.176497 -0.040799 0.007242 -0.118674 -0.070355 0.234013 -0.070802 0.022237 0.031262 -0.020431 0.219884 0.084174 -0.188623 -0.069611 -0.183932 0.098775 0.061100 0.010680
x29 -0.011198 -0.039618 -0.156839 0.088376 -0.653583 -0.041623 0.177007 0.019804 -0.025126 -0.003234 -0.040788 -0.062216 -0.004087 -0.040194 0.096523 -0.061005 -0.054817 -0.015737 0.085180 0.001296 0.108336 0.003924 0.034912 0.028427 -0.022875 -0.293456 0.028104 -0.042608 -0.108155 1.000000 0.040897 0.004331 0.262691 -0.026128 -0.043293 -0.008795 -0.003953 0.033009 0.004436 0.035052 0.014185 0.004633 -0.144586 -0.219943 0.310871 0.003747 0.016423 -0.056726 -0.032172 -0.106303 0.119598 -0.002120 -0.051539 -0.060887 0.392419 0.006304 -0.504103 -0.034124 0.046069 0.059229 0.183186 0.023019
x30 0.013855 0.014722 0.028596 0.012572 0.036841 -0.058071 -0.100094 0.009593 0.045288 0.007852 -0.034861 -0.012668 0.043414 0.005045 -0.004227 0.067274 -0.008430 -0.008453 -0.130548 0.041488 -0.019326 -0.088099 -0.074064 -0.050346 0.038359 -0.007997 0.068280 0.096469 -0.054040 0.040897 1.000000 0.003874 0.039890 0.319995 0.092406 -0.098264 0.031052 -0.119835 0.000376 0.030654 -0.025755 -0.000674 0.051576 0.049380 0.123038 0.006481 -0.024761 0.080325 -0.002776 0.185907 -0.043147 -0.019044 -0.059058 0.073916 -0.035647 -0.088714 0.093006 0.051867 -0.180423 -0.091768 -0.112348 -0.039302
x31 -0.002916 -0.018150 0.006870 0.004245 -0.000696 -0.013083 0.008821 -0.005796 0.003050 -0.000497 0.006657 0.017306 0.007993 -0.002914 0.001091 -0.008497 -0.007001 0.018498 0.003961 -0.023966 0.009837 0.014285 0.005657 0.036676 0.039797 -0.009062 -0.012351 -0.019383 0.016150 0.004331 0.003874 1.000000 -0.008010 -0.014581 -0.012154 0.013415 0.008677 -0.012360 -0.006058 -0.011043 0.027636 -0.013664 -0.010776 -0.016779 -0.005578 -0.090263 0.102139 -0.003565 -0.005994 0.000334 0.002022 -0.006225 0.000797 -0.028875 0.013893 0.003925 0.004196 0.056729 0.019540 0.005411 0.015292 -0.011074
x32 0.032738 0.218340 0.325471 -0.087521 0.053069 -0.112174 0.034170 0.002542 0.139321 -0.010388 -0.017251 0.106973 0.037636 -0.024980 -0.041117 0.073366 0.051452 -0.085854 -0.014872 -0.065522 -0.064894 -0.129487 -0.072605 -0.138076 0.067674 0.929549 0.083012 -0.006097 -0.085436 0.262691 0.039890 -0.008010 1.000000 -0.323301 0.016453 -0.118419 -0.049676 -0.147366 0.034822 -0.015416 -0.119567 0.000099 0.085962 0.225955 -0.336065 -0.130587 -0.005693 0.085411 -0.129297 0.045645 -0.102156 0.147012 0.013163 0.178382 -0.080133 -0.123279 -0.054847 0.056577 -0.094143 0.249392 -0.592622 -0.064291
x33 -0.004698 -0.087100 -0.181401 0.036788 -0.031006 -0.048541 0.328177 -0.045217 0.007249 0.020785 -0.028745 0.064858 -0.007876 -0.103534 0.006996 -0.139738 0.037022 -0.139332 0.063909 0.031633 -0.008517 0.008576 -0.145554 -0.140228 0.154862 0.261279 -0.031680 -0.153799 -0.049145 -0.026128 0.319995 -0.014581 -0.323301 1.000000 -0.299319 0.171857 0.021012 0.070730 -0.025817 0.042162 -0.091455 -0.040448 -0.175450 0.002753 0.245844 0.130948 0.019456 -0.300265 -0.207209 0.119953 0.083227 0.055135 -0.060520 0.157191 0.081651 0.074011 -0.213353 0.024435 -0.045992 0.278354 -0.084112 -0.008477
x34 -0.010926 -0.044714 -0.121354 -0.078459 0.002025 -0.043491 0.973057 -0.048120 0.059673 0.041111 -0.037639 -0.000022 0.037779 -0.766122 -0.023718 -0.033586 0.047428 0.012272 0.051708 0.029137 -0.095380 -0.059655 -0.053991 -0.040562 -0.011114 0.017945 -0.101552 -0.095403 -0.069372 -0.043293 0.092406 -0.012154 0.016453 -0.299319 1.000000 -0.018072 0.047705 -0.071050 -0.036795 0.044553 0.005606 -0.108519 -0.893013 -0.031320 0.187640 0.047494 0.048910 -0.333171 -0.094290 0.048995 0.069492 -0.015282 -0.048552 0.046288 0.089064 0.153004 -0.089889 -0.019303 -0.009593 -0.080473 0.000570 0.054704
x35 -0.010195 0.103864 -0.086706 -0.065917 0.056447 -0.019878 0.003261 0.052439 0.016206 -0.007313 0.003383 0.012385 -0.095794 -0.016944 0.083884 0.059322 0.126079 -0.078102 -0.103126 -0.020707 -0.024781 -0.023482 0.146442 -0.076697 0.031995 0.122378 0.093080 0.217103 -0.026600 -0.008795 -0.098264 0.013415 -0.118419 0.171857 -0.018072 1.000000 0.005328 0.092795 -0.024360 -0.002242 0.010351 0.011909 -0.027140 0.055433 0.108815 -0.035698 -0.046347 0.020772 0.007215 -0.183635 -0.022666 0.029441 0.058792 0.120791 0.052888 -0.084157 0.077683 0.014033 -0.016815 -0.026865 0.097922 -0.060642
x36 -0.007467 0.039828 -0.098254 0.230718 0.003218 0.037289 -0.059389 0.460844 -0.133965 -0.413994 0.113408 -0.372885 0.052388 0.158545 0.016697 -0.097464 -0.104219 0.050693 -0.075772 0.020028 -0.037922 0.024224 0.007285 -0.050773 0.011488 0.058240 0.078473 0.073899 -0.069879 -0.003953 0.031052 0.008677 -0.049676 0.021012 0.047705 0.005328 1.000000 0.245256 0.603348 -0.227797 0.072733 0.015896 0.108733 0.066185 -0.021648 -0.084549 -0.010184 0.001490 0.059614 0.032367 -0.037461 0.113809 -0.053963 0.026199 0.091318 0.071226 -0.008289 -0.036502 -0.160200 -0.034992 -0.114946 -0.006095
x37 0.014545 0.153266 0.152138 -0.021427 0.047635 0.150965 0.095675 -0.211494 0.674913 0.109032 -0.143007 0.142330 0.180934 -0.128473 -0.035714 0.020118 0.088553 -0.075092 -0.001423 -0.028870 0.019317 -0.006227 0.176727 0.023471 -0.026228 0.120646 0.089725 0.007280 -0.123815 0.033009 -0.119835 -0.012360 -0.147366 0.070730 -0.071050 0.092795 0.245256 1.000000 -0.150223 0.150737 -0.003739 -0.005487 -0.150360 -0.047362 -0.092645 0.035161 0.002334 -0.053238 -0.030876 -0.061495 -0.040882 -0.026471 0.051803 -0.012984 0.136960 -0.025378 -0.134527 0.028169 -0.026111 0.102521 -0.147143 -0.013192
x38 0.002907 0.021810 0.022403 -0.088107 0.011158 -0.019650 0.045035 -0.282450 0.116880 0.700887 -0.275435 0.259021 -0.052915 -0.098412 -0.019449 0.069709 0.044102 -0.041323 0.026839 -0.031900 0.031260 -0.002499 0.038515 0.008545 0.003123 -0.040838 -0.071014 -0.034696 0.026071 0.004436 0.000376 -0.006058 0.034822 -0.025817 -0.036795 -0.024360 0.603348 -0.150223 1.000000 0.429613 -0.020131 -0.016827 -0.071795 -0.036567 0.040366 0.048121 0.025503 -0.009498 -0.029752 -0.009614 0.010622 -0.075132 0.015245 0.024384 -0.060828 -0.005684 -0.019016 0.017308 0.063870 0.020899 0.103880 -0.011052
x39 0.004044 0.031451 0.059710 0.005839 -0.012983 0.002513 -0.046882 0.140551 -0.057130 -0.302016 0.691942 -0.068985 -0.029605 0.066933 -0.001897 0.022232 -0.038120 0.096866 -0.031737 0.037319 -0.097218 -0.030418 -0.022832 -0.021896 0.006756 0.023754 0.064339 -0.016627 0.048306 0.035052 0.030654 -0.011043 -0.015416 0.042162 0.044553 -0.002242 -0.227797 0.150737 0.429613 1.000000 0.032268 0.004785 0.067709 0.055479 -0.039102 -0.032536 -0.012364 0.094750 0.013498 0.027190 -0.037373 0.016857 0.003956 0.010731 -0.018866 -0.065677 -0.007406 0.010433 -0.017442 -0.032191 -0.038280 0.018909
x40 -0.022247 -0.093316 0.015353 -0.090402 0.023999 0.009289 -0.015101 -0.056631 -0.031184 -0.002792 -0.030218 0.005747 0.056206 0.069133 -0.014985 -0.101766 0.325189 -0.004621 0.037655 -0.015981 0.003629 -0.023814 -0.052769 -0.015090 0.000901 0.117923 -0.102832 -0.002072 -0.064839 0.014185 -0.025755 0.027636 -0.119567 -0.091455 0.005606 0.010351 0.072733 -0.003739 -0.020131 0.032268 1.000000 0.007419 0.043774 -0.006973 0.044676 -0.014408 -0.007230 -0.047172 -0.017566 -0.005788 -0.035378 -0.008758 0.061234 -0.009206 0.167737 -0.070336 0.064425 -0.014228 -0.125918 0.011783 -0.077350 0.012032
x41 -0.008444 0.004562 -0.017999 -0.010638 0.013903 -0.021218 0.103876 -0.012960 0.009627 0.009512 0.011615 0.005549 0.004979 -0.090059 0.001516 -0.022605 -0.009912 0.004312 0.014357 -0.002438 0.010605 0.002937 -0.010669 0.006150 0.006999 0.005199 -0.020194 -0.017327 -0.010515 0.004633 -0.000674 -0.013664 0.000099 -0.040448 -0.108519 0.011909 0.015896 -0.005487 -0.016827 0.004785 0.007419 1.000000 -0.099584 -0.004120 0.009013 0.021569 0.017762 -0.052861 -0.025934 0.019444 0.019804 0.001643 -0.005552 -0.004460 0.018724 0.024047 0.008014 0.006342 0.005607 -0.005392 0.006457 0.013674
x42 -0.000814 0.031739 -0.060671 -0.089018 -0.149704 -0.042159 0.896335 -0.029899 0.101218 0.056380 -0.030033 0.022100 0.033340 -0.852767 -0.055595 -0.043579 0.034160 -0.016715 0.138198 0.042831 -0.084080 -0.033443 -0.059518 -0.039711 -0.034273 -0.055079 -0.127334 -0.046892 -0.099491 -0.144586 0.051576 -0.010776 0.085962 -0.175450 -0.893013 -0.027140 0.108733 -0.150360 -0.071795 0.067709 0.043774 -0.099584 1.000000 -0.084549 0.162141 0.040053 0.043840 -0.253209 -0.012925 0.034518 0.075086 -0.034743 -0.101834 0.040154 0.041427 0.171723 -0.182838 -0.017850 -0.041253 -0.086183 0.064393 0.073820
x43 -0.013376 -0.124544 -0.096965 0.015785 -0.034214 0.041949 0.043055 0.058627 -0.076161 0.007933 -0.030795 0.001540 0.038898 -0.034615 0.036631 0.009032 0.049526 0.003749 0.061790 -0.011321 0.005080 0.149515 0.122480 0.050233 -0.013299 -0.231123 -0.185163 0.004500 0.109942 -0.219943 0.049380 -0.016779 0.225955 0.002753 -0.031320 0.055433 0.066185 -0.047362 -0.036567 0.055479 -0.006973 -0.004120 -0.084549 1.000000 0.184306 0.014126 0.016754 0.031209 0.024139 -0.133217 0.072488 -0.050396 0.134969 -0.039722 0.252113 -0.099253 -0.143246 0.015681 0.075834 -0.012258 0.200588 0.055459
x44 -0.012902 0.015326 0.279737 -0.220676 -0.089820 -0.032410 -0.186833 0.140196 0.013715 -0.038601 0.018528 0.005094 0.078594 0.030699 -0.040461 0.094184 -0.039693 0.024359 -0.106205 0.091157 0.059488 0.195056 -0.087423 0.167959 -0.069401 0.420038 0.328011 -0.176391 0.176497 0.310871 0.123038 -0.005578 -0.336065 0.245844 0.187640 0.108815 -0.021648 -0.092645 0.040366 -0.039102 0.044676 0.009013 0.162141 0.184306 1.000000 0.019310 -0.073629 -0.096978 0.012864 0.060544 -0.095489 0.050734 0.099310 -0.189841 -0.157954 0.020802 0.311601 0.089818 0.155172 -0.182375 -0.309568 0.010372
x45 -0.023408 0.024938 0.131520 -0.004665 0.035789 0.025175 -0.054724 0.008871 -0.019812 -0.022006 -0.000558 -0.043376 -0.011253 0.008767 -0.047212 -0.004714 -0.048655 -0.045175 -0.006052 0.028163 -0.023387 0.039712 -0.029312 0.138754 0.091458 -0.008647 -0.046083 0.099759 -0.040799 0.003747 0.006481 -0.090263 -0.130587 0.130948 0.047494 -0.035698 -0.084549 0.035161 0.048121 -0.032536 -0.014408 0.021569 0.040053 0.014126 0.019310 1.000000 0.164919 0.082359 0.153592 -0.038097 -0.122568 -0.010031 0.081155 -0.114626 -0.060172 -0.085133 0.062810 0.165125 -0.102988 -0.056178 -0.035344 0.030483
x46 -0.006710 -0.015499 -0.026211 -0.022253 -0.002535 0.034249 -0.051365 0.012641 -0.014967 -0.015695 -0.009522 -0.012623 0.017396 0.040214 -0.017454 0.024531 0.001740 -0.043842 0.067767 -0.029412 0.009702 0.049579 -0.042509 0.573937 0.593014 0.026857 0.062392 0.017694 0.007242 0.016423 -0.024761 0.102139 -0.005693 0.019456 0.048910 -0.046347 -0.010184 0.002334 0.025503 -0.012364 -0.007230 0.017762 0.043840 0.016754 -0.073629 0.164919 1.000000 0.016417 0.081566 0.040990 -0.167859 0.019993 0.095224 -0.334311 0.017639 -0.031108 0.018386 0.716133 -0.031628 0.017694 0.012287 0.004414
x47 -0.040996 -0.014150 -0.175256 -0.028785 0.006786 -0.137849 0.320359 0.049865 0.010716 -0.013336 -0.074209 0.024542 -0.028458 -0.230742 0.121076 -0.039313 0.055354 -0.147298 -0.044158 0.062450 0.005405 0.461406 0.035720 0.068015 -0.032585 -0.018362 0.222897 -0.166350 -0.118674 -0.056726 0.080325 -0.003565 0.085411 -0.300265 -0.333171 0.020772 0.001490 -0.053238 -0.009498 0.094750 -0.047172 -0.052861 -0.253209 0.031209 -0.096978 0.082359 0.016417 1.000000 0.015435 0.077350 -0.000534 0.046268 0.021645 -0.088654 0.105498 0.583755 0.185593 -0.025020 -0.132078 -0.162731 -0.217402 -0.005676
x48 0.032333 0.075444 -0.150467 0.142034 -0.005335 0.123984 0.120033 0.067205 0.050294 0.052019 -0.028722 0.021778 0.018097 -0.013762 0.080324 0.037687 -0.054680 0.102721 0.030368 0.033773 0.004833 -0.357092 0.089552 -0.084708 0.037299 0.121431 0.102536 0.086981 -0.070355 -0.032172 -0.002776 -0.005994 -0.129297 -0.207209 -0.094290 0.007215 0.059614 -0.030876 -0.029752 0.013498 -0.017566 -0.025934 -0.012925 0.024139 0.012864 0.153592 0.081566 0.015435 1.000000 0.178508 0.077781 0.005919 0.065116 0.099533 -0.053457 -0.191982 -0.200337 -0.018554 0.148799 0.111998 -0.131265 0.039244
x49 0.007442 0.012898 0.009972 0.034336 0.050908 -0.057327 -0.047093 -0.005192 0.052680 0.008127 -0.047755 0.013363 -0.003368 -0.002586 -0.067297 0.039224 -0.006246 -0.025326 -0.078660 0.079967 0.026677 -0.046014 -0.038261 0.014769 -0.087926 -0.020692 -0.103193 0.082267 0.234013 -0.106303 0.185907 0.000334 0.045645 0.119953 0.048995 -0.183635 0.032367 -0.061495 -0.009614 0.027190 -0.005788 0.019444 0.034518 -0.133217 0.060544 -0.038097 0.040990 0.077350 0.178508 1.000000 0.042660 -0.014939 -0.042348 -0.032035 -0.050895 0.068617 0.098438 -0.031473 0.115470 -0.095221 0.039882 -0.001768
x50 -0.011122 0.120411 0.131325 -0.074933 0.008547 -0.006749 -0.073333 0.012284 -0.014421 -0.024572 0.026816 0.015907 0.021107 -0.019370 0.004733 0.089207 0.011376 0.030047 -0.160034 0.042615 -0.064087 -0.026648 0.137801 -0.140506 -0.133530 0.073080 0.167497 -0.061411 -0.070802 0.119598 -0.043147 0.002022 -0.102156 0.083227 0.069492 -0.022666 -0.037461 -0.040882 0.010622 -0.037373 -0.035378 0.019804 0.075086 0.072488 -0.095489 -0.122568 -0.167859 -0.000534 0.077781 0.042660 1.000000 -0.006228 0.473799 0.128347 -0.035774 -0.014545 0.113228 0.172080 -0.118074 0.034535 0.004796 0.040269
x51 0.023521 -0.054873 0.007287 -0.031345 0.001854 0.038987 0.011842 -0.030854 -0.001208 0.047522 0.000267 0.160749 0.427053 -0.051771 0.001894 0.016677 -0.103936 -0.003231 -0.029438 0.016585 0.021459 0.029136 0.040222 0.021328 0.000840 -0.108148 -0.026386 -0.036969 0.022237 -0.002120 -0.019044 -0.006225 0.147012 0.055135 -0.015282 0.029441 0.113809 -0.026471 -0.075132 0.016857 -0.008758 0.001643 -0.034743 -0.050396 0.050734 -0.010031 0.019993 0.046268 0.005919 -0.014939 -0.006228 1.000000 0.011244 -0.016857 0.023855 -0.203882 -0.028326 -0.004873 0.026931 -0.051856 0.119719 -0.008329
x52 0.020338 -0.045410 -0.001565 0.066121 -0.033438 -0.005671 0.039893 -0.004620 -0.016643 0.009194 0.010702 -0.006605 -0.012176 0.006024 -0.003496 -0.029388 -0.006946 -0.033194 0.082043 -0.060663 0.132984 -0.079782 -0.132763 -0.241515 -0.152946 0.013021 0.005031 -0.110079 0.031262 -0.051539 -0.059058 0.000797 0.013163 -0.060520 -0.048552 0.058792 -0.053963 0.051803 0.015245 0.003956 0.061234 -0.005552 -0.101834 0.134969 0.099310 0.081155 0.095224 0.021645 0.065116 -0.042348 0.473799 0.011244 1.000000 0.186111 -0.087737 0.161288 -0.065193 -0.086161 -0.038573 -0.037344 -0.137752 -0.123551
x53 -0.026803 -0.124032 -0.037609 0.017150 -0.039952 -0.147773 -0.052029 -0.052429 -0.016807 -0.014535 -0.042802 -0.079787 0.066587 0.029269 -0.044311 -0.204980 -0.037945 -0.033085 0.012283 0.102107 0.082888 0.146771 -0.153120 0.738677 0.289367 -0.184949 -0.005362 -0.069055 -0.020431 -0.060887 0.073916 -0.028875 0.178382 0.157191 0.046288 0.120791 0.026199 -0.012984 0.024384 0.010731 -0.009206 -0.004460 0.040154 -0.039722 -0.189841 -0.114626 -0.334311 -0.088654 0.099533 -0.032035 0.128347 -0.016857 0.186111 1.000000 0.065595 0.065227 0.109169 0.427814 0.327205 -0.054695 0.077436 -0.036748
x54 0.059591 -0.059572 0.140774 0.297345 -0.080783 0.027311 -0.098953 -0.152129 0.016293 0.081972 -0.005488 0.037909 -0.046310 -0.033533 -0.069028 0.045772 -0.126181 0.032210 0.022352 0.013501 -0.155130 -0.147735 -0.121940 -0.068568 -0.046378 0.107337 0.023863 0.234910 0.219884 0.392419 -0.035647 0.013893 -0.080133 0.081651 0.089064 0.052888 0.091318 0.136960 -0.060828 -0.018866 0.167737 0.018724 0.041427 0.252113 -0.157954 -0.060172 0.017639 0.105498 -0.053457 -0.050895 -0.035774 0.023855 -0.087737 0.065595 1.000000 0.122060 0.097892 -0.083767 -0.007066 -0.106905 -0.194700 0.007401
x55 0.018557 -0.238727 0.129588 -0.164565 -0.033179 0.084181 -0.149271 -0.054500 0.071437 0.014257 0.056480 0.014922 0.327661 0.210791 0.062588 0.059830 0.011633 0.144350 0.109142 -0.009363 -0.165709 -0.325633 -0.063150 -0.060686 0.007703 0.061611 0.052797 0.192442 0.084174 0.006304 -0.088714 0.003925 -0.123279 0.074011 0.153004 -0.084157 0.071226 -0.025378 -0.005684 -0.065677 -0.070336 0.024047 0.171723 -0.099253 0.020802 -0.085133 -0.031108 0.583755 -0.191982 0.068617 -0.014545 -0.203882 0.161288 0.065227 0.122060 1.000000 -0.106974 0.054295 0.056710 0.121868 0.102961 0.081749
x56 0.054593 0.141969 0.100401 0.191913 -0.464006 0.028557 0.241982 -0.119943 0.091993 0.070667 -0.011306 0.048455 0.023391 -0.028116 0.019644 0.048865 -0.065091 -0.070896 0.106770 0.026151 -0.044308 -0.184900 0.047404 -0.079323 0.076757 0.070186 -0.097928 0.044501 -0.188623 -0.504103 0.093006 0.004196 -0.054847 -0.213353 -0.089889 0.077683 -0.008289 -0.134527 -0.019016 -0.007406 0.064425 0.008014 -0.182838 -0.143246 0.311601 0.062810 0.018386 0.185593 -0.200337 0.098438 0.113228 -0.028326 -0.065193 0.109169 0.097892 -0.106974 1.000000 -0.031586 0.107889 -0.008720 -0.008120 0.030397
x57 0.014954 0.068217 -0.025264 0.071031 0.015457 -0.005400 0.031256 -0.020983 0.017612 -0.000892 -0.007970 -0.004005 -0.038626 -0.045188 0.011585 -0.022841 -0.013062 0.003647 -0.089138 0.089571 -0.042947 -0.017981 0.014256 -0.756622 -0.796356 -0.011797 -0.019695 0.061738 -0.069611 -0.034124 0.051867 0.056729 0.056577 0.024435 -0.019303 0.014033 -0.036502 0.028169 0.017308 0.010433 -0.014228 0.006342 -0.017850 0.015681 0.089818 0.165125 0.716133 -0.025020 -0.018554 -0.031473 0.172080 -0.004873 -0.086161 0.427814 -0.083767 0.054295 -0.031586 1.000000 -0.040196 -0.049924 -0.043426 0.006764
x58 0.004061 0.089047 0.183984 -0.171472 0.033041 0.176046 -0.016935 -0.008900 -0.015236 -0.100552 0.038907 0.082647 -0.055075 -0.028813 0.088588 -0.037885 0.094895 0.039695 0.229845 0.000265 -0.089731 0.096946 0.058686 -0.267974 0.141847 0.051884 0.016091 0.103445 -0.183932 0.046069 -0.180423 0.019540 -0.094143 -0.045992 -0.009593 -0.016815 -0.160200 -0.026111 0.063870 -0.017442 -0.125918 0.005607 -0.041253 0.075834 0.155172 -0.102988 -0.031628 -0.132078 0.148799 0.115470 -0.118074 0.026931 -0.038573 0.327205 -0.007066 0.056710 0.107889 -0.040196 1.000000 0.081831 -0.039915 0.074886
x59 0.000866 -0.078473 -0.033052 -0.001684 -0.048197 -0.034256 0.083293 0.013300 -0.021269 0.000281 0.019566 0.023175 -0.022431 -0.094606 -0.032652 0.030808 0.010525 -0.001967 -0.068816 -0.022648 -0.118150 0.146967 -0.006160 0.055301 -0.004906 0.078915 0.018452 -0.091957 0.098775 0.059229 -0.091768 0.005411 0.249392 0.278354 -0.080473 -0.026865 -0.034992 0.102521 0.020899 -0.032191 0.011783 -0.005392 -0.086183 -0.012258 -0.182375 -0.056178 0.017694 -0.162731 0.111998 -0.095221 0.034535 -0.051856 -0.037344 -0.054695 -0.106905 0.121868 -0.008720 -0.049924 0.081831 1.000000 -0.064225 -0.027545
x60 0.029273 0.043152 0.198543 -0.011666 -0.037170 -0.027478 0.023445 0.084661 0.091100 -0.061548 -0.009033 0.030600 0.036348 -0.003343 0.023913 0.049596 0.007733 -0.071097 0.034765 0.018703 -0.171970 -0.054307 -0.117179 -0.110579 -0.075553 0.637103 0.271368 -0.121548 0.061100 0.183186 -0.112348 0.015292 -0.592622 -0.084112 0.000570 0.097922 -0.114946 -0.147143 0.103880 -0.038280 -0.077350 0.006457 0.064393 0.200588 -0.309568 -0.035344 0.012287 -0.217402 -0.131265 0.039882 0.004796 0.119719 -0.137752 0.077436 -0.194700 0.102961 -0.008120 -0.043426 -0.039915 -0.064225 1.000000 -0.017579
x61 0.297700 0.015565 -0.046083 -0.015013 -0.006504 0.026840 -0.046387 -0.008956 0.054944 0.026174 -0.015621 0.033318 0.002470 0.019522 -0.032332 0.041098 0.001627 -0.138366 -0.283303 -0.490133 0.131314 0.075689 -0.031427 0.015836 -0.046944 0.081610 -0.019941 -0.052902 0.010680 0.023019 -0.039302 -0.011074 -0.064291 -0.008477 0.054704 -0.060642 -0.006095 -0.013192 -0.011052 0.018909 0.012032 0.013674 0.073820 0.055459 0.010372 0.030483 0.004414 -0.005676 0.039244 -0.001768 0.040269 -0.008329 -0.123551 -0.036748 0.007401 0.081749 0.030397 0.006764 0.074886 -0.027545 -0.017579 1.000000
In [ ]:
 

Values column r is exactly similar to dfp.corr()

In [38]:
dfp.pairwise_corr(method='pearson')
Out[38]:
X Y method tail n r CI95% r2 adj_r2 z p-unc BF10 power
0 label x1 pearson two-sided 18398 0.010227 [-0.0, 0.02] 1.046015e-04 -4.112346e-06 0.010228 1.653837e-01 0.024 0.283815
1 label x2 pearson two-sided 18398 -0.090961 [-0.11, -0.08] 8.273953e-03 8.166128e-03 -0.091213 4.158814e-35 1.416e+31 1.000000
2 label x3 pearson two-sided 18398 -0.116369 [-0.13, -0.1] 1.354172e-02 1.343447e-02 -0.116898 1.730330e-56 2.652e+52 1.000000
3 label x4 pearson two-sided 18398 0.016792 [0.0, 0.03] 2.819788e-04 1.732843e-04 0.016794 2.274503e-02 0.124 0.624694
4 label x5 pearson two-sided 18398 -0.006161 [-0.02, 0.01] 3.795826e-05 -7.076281e-05 -0.006161 4.033641e-01 0.013 0.133027
5 label x6 pearson two-sided 18398 -0.033487 [-0.05, -0.02] 1.121367e-03 1.012763e-03 -0.033499 5.543540e-06 279.996 0.995111
6 label x7 pearson two-sided 18398 0.018346 [0.0, 0.03] 3.365587e-04 2.278701e-04 0.018348 1.283141e-02 0.204 0.701444
7 label x8 pearson two-sided 18398 0.002983 [-0.01, 0.02] 8.895971e-06 -9.982826e-05 0.002983 6.858212e-01 0.01 0.068948
8 label x9 pearson two-sided 18398 0.024217 [0.01, 0.04] 5.864644e-04 4.778029e-04 0.024222 1.019689e-03 2.036 0.907459
9 label x10 pearson two-sided 18398 0.003178 [-0.01, 0.02] 1.010165e-05 -9.862245e-05 0.003178 6.664137e-01 0.01 0.071546
10 label x11 pearson two-sided 18398 -0.035734 [-0.05, -0.02] 1.276929e-03 1.168343e-03 -0.035749 1.246054e-06 1172.858 0.998066
11 label x12 pearson two-sided 18398 -0.003092 [-0.02, 0.01] 9.562763e-06 -9.916139e-05 -0.003092 6.749096e-01 0.01 0.070384
12 label x13 pearson two-sided 18398 -0.023698 [-0.04, -0.01] 5.616148e-04 4.529506e-04 -0.023703 1.305957e-03 1.62 0.895241
13 label x14 pearson two-sided 18398 -0.008082 [-0.02, 0.01] 6.532525e-05 -4.339285e-05 -0.008083 2.729762e-01 0.017 0.194993
14 label x15 pearson two-sided 18398 0.058647 [0.04, 0.07] 3.439470e-03 3.331119e-03 0.058714 1.704542e-15 5.337e+11 1.000000
15 label x16 pearson two-sided 18398 -0.001329 [-0.02, 0.01] 1.765321e-06 -1.069597e-04 -0.001329 8.569913e-01 0.009 0.053727
16 label x17 pearson two-sided 18398 -0.043873 [-0.06, -0.03] 1.924840e-03 1.816324e-03 -0.043901 2.626890e-09 4.584e+05 0.999968
17 label x18 pearson two-sided 18398 -0.056908 [-0.07, -0.04] 3.238511e-03 3.130138e-03 -0.056969 1.121335e-14 8.355e+10 1.000000
18 label x19 pearson two-sided 18398 -0.140868 [-0.16, -0.13] 1.984372e-02 1.973715e-02 -0.141811 3.581189e-82 1.053e+78 1.000000
19 label x20 pearson two-sided 18398 0.005401 [-0.01, 0.02] 2.917389e-05 -7.954814e-05 0.005401 4.638135e-01 0.012 0.113386
20 label x21 pearson two-sided 18398 0.015817 [0.0, 0.03] 2.501681e-04 1.414701e-04 0.015818 3.192456e-02 0.092 0.573585
21 label x22 pearson two-sided 18398 -0.018220 [-0.03, -0.0] 3.319626e-04 2.232735e-04 -0.018222 1.345994e-02 0.196 0.695502
22 label x23 pearson two-sided 18398 -0.008410 [-0.02, 0.01] 7.073079e-05 -3.798672e-05 -0.008410 2.539988e-01 0.018 0.207285
23 label x24 pearson two-sided 18398 0.023117 [0.01, 0.04] 5.344089e-04 4.257418e-04 0.023121 1.713762e-03 1.261 0.880208
24 label x25 pearson two-sided 18398 0.008187 [-0.01, 0.02] 6.702292e-05 -4.169499e-05 0.008187 2.668319e-01 0.017 0.198853
25 label x26 pearson two-sided 18398 -0.032704 [-0.05, -0.02] 1.069531e-03 9.609224e-04 -0.032715 9.131092e-06 173.734 0.993380
26 label x27 pearson two-sided 18398 -0.025215 [-0.04, -0.01] 6.357743e-04 5.271183e-04 -0.025220 6.253013e-04 3.205 0.927945
27 label x28 pearson two-sided 18398 0.000092 [-0.01, 0.01] 8.413791e-09 -1.087168e-04 0.000092 9.900739e-01 0.009 0.050017
28 label x29 pearson two-sided 18398 -0.039369 [-0.05, -0.02] 1.549916e-03 1.441359e-03 -0.039389 9.208703e-08 1.449e+04 0.999641
29 label x30 pearson two-sided 18398 -0.001254 [-0.02, 0.01] 1.571449e-06 -1.071536e-04 -0.001254 8.649925e-01 0.009 0.053317
30 label x31 pearson two-sided 18398 -0.005359 [-0.02, 0.01] 2.871385e-05 -8.000822e-05 -0.005359 4.673590e-01 0.012 0.112362
31 label x32 pearson two-sided 18398 0.007576 [-0.01, 0.02] 5.739026e-05 -5.132870e-05 0.007576 3.041859e-01 0.016 0.176957
32 label x33 pearson two-sided 18398 -0.004383 [-0.02, 0.01] 1.921222e-05 -8.951089e-05 -0.004383 5.521825e-01 0.011 0.091370
33 label x34 pearson two-sided 18398 -0.034436 [-0.05, -0.02] 1.185831e-03 1.077234e-03 -0.034450 2.983889e-06 506.91 0.996661
34 label x35 pearson two-sided 18398 -0.021424 [-0.04, -0.01] 4.590046e-04 3.503293e-04 -0.021428 3.659361e-03 0.63 0.828004
35 label x36 pearson two-sided 18398 -0.016998 [-0.03, -0.0] 2.889443e-04 1.802506e-04 -0.017000 2.112993e-02 0.132 0.635252
36 label x37 pearson two-sided 18398 -0.019723 [-0.03, -0.01] 3.890069e-04 2.803240e-04 -0.019726 7.465662e-03 0.331 0.762845
37 label x38 pearson two-sided 18398 0.008346 [-0.01, 0.02] 6.965332e-05 -3.906431e-05 0.008346 2.576478e-01 0.018 0.204835
38 label x39 pearson two-sided 18398 -0.002476 [-0.02, 0.01] 6.129965e-06 -1.025946e-04 -0.002476 7.370189e-01 0.01 0.063015
39 label x40 pearson two-sided 18398 -0.016228 [-0.03, -0.0] 2.633508e-04 1.546542e-04 -0.016230 2.772466e-02 0.104 0.595342
40 label x41 pearson two-sided 18398 -0.003802 [-0.02, 0.01] 1.445846e-05 -9.426517e-05 -0.003802 6.060463e-01 0.011 0.080985
41 label x42 pearson two-sided 18398 0.034149 [0.02, 0.05] 1.166180e-03 1.057582e-03 0.034163 3.603494e-06 423.01 0.996248
42 label x43 pearson two-sided 18398 -0.008513 [-0.02, 0.01] 7.247213e-05 -3.624519e-05 -0.008513 2.482351e-01 0.018 0.211244
43 label x44 pearson two-sided 18398 -0.007857 [-0.02, 0.01] 6.173803e-05 -4.698045e-05 -0.007858 2.865549e-01 0.016 0.186837
44 label x45 pearson two-sided 18398 -0.008368 [-0.02, 0.01] 7.002262e-05 -3.869496e-05 -0.008368 2.563898e-01 0.018 0.205675
45 label x46 pearson two-sided 18398 0.012870 [-0.0, 0.03] 1.656275e-04 5.692030e-05 0.012870 8.088380e-02 0.042 0.415245
46 label x47 pearson two-sided 18398 -0.017167 [-0.03, -0.0] 2.946955e-04 1.860023e-04 -0.017168 1.988606e-02 0.139 0.643799
47 label x48 pearson two-sided 18398 0.006628 [-0.01, 0.02] 4.392626e-05 -6.479416e-05 0.006628 3.686935e-01 0.014 0.146463
48 label x49 pearson two-sided 18398 0.012514 [-0.0, 0.03] 1.566097e-04 4.790157e-05 0.012515 8.962255e-02 0.039 0.396582
49 label x50 pearson two-sided 18398 -0.025812 [-0.04, -0.01] 6.662417e-04 5.575889e-04 -0.025817 4.627881e-04 4.243 0.938425
50 label x51 pearson two-sided 18398 0.007895 [-0.01, 0.02] 6.232747e-05 -4.639095e-05 0.007895 2.842661e-01 0.016 0.188177
51 label x52 pearson two-sided 18398 -0.041135 [-0.06, -0.03] 1.692083e-03 1.583542e-03 -0.041158 2.384606e-08 5.369e+04 0.999854
52 label x53 pearson two-sided 18398 -0.084188 [-0.1, -0.07] 7.087556e-03 6.979601e-03 -0.084387 2.679353e-30 2.375e+26 1.000000
53 label x54 pearson two-sided 18398 -0.041177 [-0.06, -0.03] 1.695519e-03 1.586978e-03 -0.041200 2.308100e-08 5.542e+04 0.999857
54 label x55 pearson two-sided 18398 -0.013450 [-0.03, 0.0] 1.809121e-04 7.220657e-05 -0.013451 6.809848e-02 0.049 0.446160
55 label x56 pearson two-sided 18398 -0.024917 [-0.04, -0.01] 6.208427e-04 5.121851e-04 -0.024922 7.249131e-04 2.794 0.922229
56 label x57 pearson two-sided 18398 -0.017802 [-0.03, -0.0] 3.169174e-04 2.082266e-04 -0.017804 1.574816e-02 0.17 0.675389
57 label x58 pearson two-sided 18398 0.005083 [-0.01, 0.02] 2.583892e-05 -8.288347e-05 0.005083 4.905471e-01 0.012 0.105981
58 label x59 pearson two-sided 18398 0.009165 [-0.01, 0.02] 8.400214e-05 -2.471392e-05 0.009166 2.138267e-01 0.02 0.237418
59 label x60 pearson two-sided 18398 0.016083 [0.0, 0.03] 2.586599e-04 1.499628e-04 0.016084 2.914896e-02 0.1 0.587693
60 label x61 pearson two-sided 18398 0.390321 [0.38, 0.4] 1.523504e-01 1.522583e-01 0.412179 0.000000e+00 inf 1.000000
61 x1 x2 pearson two-sided 18398 0.137199 [0.12, 0.15] 1.882345e-02 1.871677e-02 0.138069 5.264599e-78 7.363e+73 1.000000
62 x1 x3 pearson two-sided 18398 -0.057523 [-0.07, -0.04] 3.308872e-03 3.200507e-03 -0.057586 5.797231e-15 1.599e+11 1.000000
63 x1 x4 pearson two-sided 18398 0.061614 [0.05, 0.08] 3.796333e-03 3.688020e-03 0.061693 6.026413e-17 1.438e+13 1.000000
64 x1 x5 pearson two-sided 18398 0.046796 [0.03, 0.06] 2.189832e-03 2.081345e-03 0.046830 2.147948e-10 5.271e+06 0.999994
65 x1 x6 pearson two-sided 18398 -0.120384 [-0.13, -0.11] 1.449226e-02 1.438511e-02 -0.120970 2.357564e-60 1.881e+56 1.000000
66 x1 x7 pearson two-sided 18398 0.260254 [0.25, 0.27] 6.773233e-02 6.763097e-02 0.266381 1.543443e-282 1.261e+278 1.000000
67 x1 x8 pearson two-sided 18398 0.337250 [0.32, 0.35] 1.137376e-01 1.136412e-01 0.350986 0.000000e+00 inf 1.000000
68 x1 x9 pearson two-sided 18398 -0.013921 [-0.03, 0.0] 1.937949e-04 8.509074e-05 -0.013922 5.899912e-02 0.055 0.471474
69 x1 x10 pearson two-sided 18398 0.015530 [0.0, 0.03] 2.411832e-04 1.324842e-04 0.015531 3.516346e-02 0.085 0.558288
70 x1 x11 pearson two-sided 18398 0.507275 [0.5, 0.52] 2.573284e-01 2.572476e-01 0.559054 0.000000e+00 inf 1.000000
71 x1 x12 pearson two-sided 18398 0.561619 [0.55, 0.57] 3.154159e-01 3.153414e-01 0.635195 0.000000e+00 inf 1.000000
72 x1 x13 pearson two-sided 18398 0.141518 [0.13, 0.16] 2.002740e-02 1.992085e-02 0.142474 6.358893e-83 5.904e+78 1.000000
73 x1 x14 pearson two-sided 18398 0.119123 [0.1, 0.13] 1.419039e-02 1.408321e-02 0.119692 3.984638e-59 1.125e+55 1.000000
74 x1 x15 pearson two-sided 18398 -0.036030 [-0.05, -0.02] 1.298159e-03 1.189575e-03 -0.036046 1.016935e-06 1426.107 0.998299
75 x1 x16 pearson two-sided 18398 0.486049 [0.47, 0.5] 2.362434e-01 2.361603e-01 0.530874 0.000000e+00 inf 1.000000
76 x1 x17 pearson two-sided 18398 0.052113 [0.04, 0.07] 2.715790e-03 2.607360e-03 0.052160 1.517006e-12 6.727e+08 1.000000
77 x1 x18 pearson two-sided 18398 0.095003 [0.08, 0.11] 9.025587e-03 8.917843e-03 0.095290 3.729174e-38 1.511e+34 1.000000
78 x1 x19 pearson two-sided 18398 -0.032095 [-0.05, -0.02] 1.030113e-03 9.214995e-04 -0.032106 1.335435e-05 120.857 0.991683
79 x1 x20 pearson two-sided 18398 0.033153 [0.02, 0.05] 1.099124e-03 9.905187e-04 0.033165 6.866536e-06 228.146 0.994430
80 x1 x21 pearson two-sided 18398 0.107912 [0.09, 0.12] 1.164492e-02 1.153746e-02 0.108333 8.796277e-49 5.634e+44 1.000000
81 x1 x22 pearson two-sided 18398 0.006511 [-0.01, 0.02] 4.239262e-05 -6.632797e-05 0.006511 3.771870e-01 0.014 0.143004
82 x1 x23 pearson two-sided 18398 -0.033074 [-0.05, -0.02] 1.093862e-03 9.852555e-04 -0.033086 7.223385e-06 217.355 0.994256
83 x1 x24 pearson two-sided 18398 -0.343757 [-0.36, -0.33] 1.181690e-01 1.180732e-01 -0.358347 0.000000e+00 inf 1.000000
84 x1 x25 pearson two-sided 18398 0.491719 [0.48, 0.5] 2.417874e-01 2.417049e-01 0.538325 0.000000e+00 inf 1.000000
85 x1 x26 pearson two-sided 18398 -0.010424 [-0.02, 0.0] 1.086588e-04 -5.461051e-08 -0.010424 1.574091e-01 0.025 0.292869
86 x1 x27 pearson two-sided 18398 0.064834 [0.05, 0.08] 4.203437e-03 4.095168e-03 0.064925 1.335793e-18 6.172e+14 1.000000
87 x1 x28 pearson two-sided 18398 -0.208694 [-0.22, -0.19] 4.355332e-02 4.344933e-02 -0.211806 3.692085e-180 6.739e+175 1.000000
88 x1 x29 pearson two-sided 18398 -0.273041 [-0.29, -0.26] 7.455112e-02 7.445050e-02 -0.280146 6.962007e-312 inf 1.000000
89 x1 x30 pearson two-sided 18398 -0.070244 [-0.08, -0.06] 4.934180e-03 4.825991e-03 -0.070360 1.443000e-21 5.279e+17 1.000000
90 x1 x31 pearson two-sided 18398 0.004932 [-0.01, 0.02] 2.432918e-05 -8.439337e-05 0.004933 5.034993e-01 0.012 0.102640
91 x1 x32 pearson two-sided 18398 0.507452 [0.5, 0.52] 2.575075e-01 2.574268e-01 0.559292 0.000000e+00 inf 1.000000
92 x1 x33 pearson two-sided 18398 -0.187804 [-0.2, -0.17] 3.527029e-02 3.516540e-02 -0.190060 1.143965e-145 2.437e+141 1.000000
93 x1 x34 pearson two-sided 18398 -0.191435 [-0.21, -0.18] 3.664721e-02 3.654247e-02 -0.193826 2.211356e-151 1.235e+147 1.000000
94 x1 x35 pearson two-sided 18398 0.020614 [0.01, 0.04] 4.249466e-04 3.162676e-04 0.020617 5.170648e-03 0.461 0.798528
95 x1 x36 pearson two-sided 18398 0.121677 [0.11, 0.14] 1.480532e-02 1.469821e-02 0.122283 1.255140e-61 3.494e+57 1.000000
96 x1 x37 pearson two-sided 18398 0.322033 [0.31, 0.33] 1.037055e-01 1.036080e-01 0.333914 0.000000e+00 inf 1.000000
97 x1 x38 pearson two-sided 18398 0.024891 [0.01, 0.04] 6.195533e-04 5.108955e-04 0.024896 7.342334e-04 2.761 0.921717
98 x1 x39 pearson two-sided 18398 0.064505 [0.05, 0.08] 4.160851e-03 4.052578e-03 0.064594 1.989417e-18 4.165e+14 1.000000
99 x1 x40 pearson two-sided 18398 0.230768 [0.22, 0.24] 5.325396e-02 5.315102e-02 0.235001 6.334377e-221 3.517e+216 1.000000
100 x1 x41 pearson two-sided 18398 0.011112 [-0.0, 0.03] 1.234702e-04 1.475848e-05 0.011112 1.317776e-01 0.029 0.325607
101 x1 x42 pearson two-sided 18398 0.126547 [0.11, 0.14] 1.601407e-02 1.590709e-02 0.127229 1.505502e-66 2.798e+62 1.000000
102 x1 x43 pearson two-sided 18398 -0.037485 [-0.05, -0.02] 1.405125e-03 1.296552e-03 -0.037503 3.659301e-07 3819.215 0.999116
103 x1 x44 pearson two-sided 18398 -0.032344 [-0.05, -0.02] 1.046166e-03 9.375546e-04 -0.032356 1.143812e-05 140.107 0.992419
104 x1 x45 pearson two-sided 18398 -0.475039 [-0.49, -0.46] 2.256616e-01 2.255774e-01 -0.516557 0.000000e+00 inf 1.000000
105 x1 x46 pearson two-sided 18398 0.084661 [0.07, 0.1] 7.167539e-03 7.059593e-03 0.084864 1.270083e-30 4.982e+26 1.000000
106 x1 x47 pearson two-sided 18398 0.194386 [0.18, 0.21] 3.778593e-02 3.768131e-02 0.196891 4.106242e-156 6.543e+151 1.000000
107 x1 x48 pearson two-sided 18398 0.240242 [0.23, 0.25] 5.771621e-02 5.761376e-02 0.245031 8.165431e-240 2.609e+235 1.000000
108 x1 x49 pearson two-sided 18398 0.068694 [0.05, 0.08] 4.718852e-03 4.610640e-03 0.068802 1.079141e-20 7.217e+16 1.000000
109 x1 x50 pearson two-sided 18398 0.264131 [0.25, 0.28] 6.976511e-02 6.966397e-02 0.270544 2.899986e-291 6.596e+286 1.000000
110 x1 x51 pearson two-sided 18398 0.487969 [0.48, 0.5] 2.381137e-01 2.380309e-01 0.533391 0.000000e+00 inf 1.000000
111 x1 x52 pearson two-sided 18398 0.270655 [0.26, 0.28] 7.325416e-02 7.315339e-02 0.277571 2.759902e-306 6.739e+301 1.000000
112 x1 x53 pearson two-sided 18398 0.096160 [0.08, 0.11] 9.246664e-03 9.138944e-03 0.096458 4.733194e-39 1.176e+35 1.000000
113 x1 x54 pearson two-sided 18398 -0.304403 [-0.32, -0.29] 9.266093e-02 9.256228e-02 -0.314365 0.000000e+00 inf 1.000000
114 x1 x55 pearson two-sided 18398 0.037154 [0.02, 0.05] 1.380388e-03 1.271813e-03 0.037171 4.633950e-07 3041.12 0.998970
115 x1 x56 pearson two-sided 18398 0.089789 [0.08, 0.1] 8.062031e-03 7.954183e-03 0.090031 3.006453e-34 1.984e+30 1.000000
116 x1 x57 pearson two-sided 18398 0.323856 [0.31, 0.34] 1.048826e-01 1.047853e-01 0.335949 0.000000e+00 inf 1.000000
117 x1 x58 pearson two-sided 18398 0.014921 [0.0, 0.03] 2.226460e-04 1.139450e-04 0.014922 4.298123e-02 0.072 0.525543
118 x1 x59 pearson two-sided 18398 0.472180 [0.46, 0.48] 2.229539e-01 2.228694e-01 0.512872 0.000000e+00 inf 1.000000
119 x1 x60 pearson two-sided 18398 -0.114438 [-0.13, -0.1] 1.309611e-02 1.298881e-02 -0.114942 1.120529e-54 4.166e+50 1.000000
120 x1 x61 pearson two-sided 18398 0.004664 [-0.01, 0.02] 2.174910e-05 -8.697374e-05 0.004664 5.270429e-01 0.011 0.096946
121 x2 x3 pearson two-sided 18398 0.180331 [0.17, 0.19] 3.251915e-02 3.241396e-02 0.182324 2.827454e-134 1.03e+130 1.000000
122 x2 x4 pearson two-sided 18398 -0.137783 [-0.15, -0.12] 1.898426e-02 1.887760e-02 -0.138665 1.160910e-78 3.324e+74 1.000000
123 x2 x5 pearson two-sided 18398 0.035360 [0.02, 0.05] 1.250341e-03 1.141752e-03 0.035375 1.607393e-06 918.148 0.997730
124 x2 x6 pearson two-sided 18398 -0.029706 [-0.04, -0.02] 8.824674e-04 7.738381e-04 -0.029715 5.578581e-05 31.044 0.980790
125 x2 x7 pearson two-sided 18398 -0.058053 [-0.07, -0.04] 3.370180e-03 3.261821e-03 -0.058119 3.263100e-15 2.816e+11 1.000000
126 x2 x8 pearson two-sided 18398 0.383303 [0.37, 0.4] 1.469212e-01 1.468284e-01 0.403926 0.000000e+00 inf 1.000000
127 x2 x9 pearson two-sided 18398 -0.018271 [-0.03, -0.0] 3.338332e-04 2.251443e-04 -0.018273 1.320039e-02 0.199 0.697932
128 x2 x10 pearson two-sided 18398 0.066337 [0.05, 0.08] 4.400641e-03 4.292395e-03 0.066435 2.112781e-19 3.815e+15 1.000000
129 x2 x11 pearson two-sided 18398 0.361399 [0.35, 0.37] 1.306096e-01 1.305151e-01 0.378495 0.000000e+00 inf 1.000000
130 x2 x12 pearson two-sided 18398 0.423202 [0.41, 0.43] 1.790999e-01 1.790107e-01 0.451586 0.000000e+00 inf 1.000000
131 x2 x13 pearson two-sided 18398 -0.076023 [-0.09, -0.06] 5.779505e-03 5.671408e-03 -0.076170 5.378217e-25 1.31e+21 1.000000
132 x2 x14 pearson two-sided 18398 0.018467 [0.0, 0.03] 3.410235e-04 2.323353e-04 0.018469 1.224969e-02 0.213 0.707128
133 x2 x15 pearson two-sided 18398 0.022096 [0.01, 0.04] 4.882314e-04 3.795593e-04 0.022100 2.724353e-03 0.825 0.850233
134 x2 x16 pearson two-sided 18398 0.428284 [0.42, 0.44] 1.834272e-01 1.833385e-01 0.457793 0.000000e+00 inf 1.000000
135 x2 x17 pearson two-sided 18398 0.177260 [0.16, 0.19] 3.142114e-02 3.131583e-02 0.179152 9.768400e-130 3.035e+125 1.000000
136 x2 x18 pearson two-sided 18398 0.161642 [0.15, 0.18] 2.612826e-02 2.602238e-02 0.163073 6.300097e-108 5.188e+103 1.000000
137 x2 x19 pearson two-sided 18398 -0.111865 [-0.13, -0.1] 1.251387e-02 1.240650e-02 -0.112336 2.601528e-52 1.837e+48 1.000000
138 x2 x20 pearson two-sided 18398 -0.061518 [-0.08, -0.05] 3.784510e-03 3.676196e-03 -0.061596 6.731739e-17 1.29e+13 1.000000
139 x2 x21 pearson two-sided 18398 0.124943 [0.11, 0.14] 1.561072e-02 1.550370e-02 0.125599 6.611363e-65 6.456e+60 1.000000
140 x2 x22 pearson two-sided 18398 0.187649 [0.17, 0.2] 3.521202e-02 3.510712e-02 0.189899 1.995518e-145 1.398e+141 1.000000
141 x2 x23 pearson two-sided 18398 -0.015718 [-0.03, -0.0] 2.470585e-04 1.383602e-04 -0.015719 3.300872e-02 0.09 0.568333
142 x2 x24 pearson two-sided 18398 -0.099019 [-0.11, -0.08] 9.804811e-03 9.697152e-03 -0.099345 2.579451e-41 2.096e+37 1.000000
143 x2 x25 pearson two-sided 18398 0.340523 [0.33, 0.35] 1.159558e-01 1.158596e-01 0.354684 0.000000e+00 inf 1.000000
144 x2 x26 pearson two-sided 18398 0.068133 [0.05, 0.08] 4.642136e-03 4.533915e-03 0.068239 2.210311e-20 3.552e+16 1.000000
145 x2 x27 pearson two-sided 18398 0.198809 [0.18, 0.21] 3.952512e-02 3.942070e-02 0.201493 2.381632e-163 1.101e+159 1.000000
146 x2 x28 pearson two-sided 18398 -0.080019 [-0.09, -0.07] 6.403111e-03 6.295082e-03 -0.080191 1.593755e-27 4.2e+23 1.000000
147 x2 x29 pearson two-sided 18398 0.039216 [0.02, 0.05] 1.537892e-03 1.429334e-03 0.039236 1.032500e-07 1.297e+04 0.999613
148 x2 x30 pearson two-sided 18398 -0.172218 [-0.19, -0.16] 2.965914e-02 2.955364e-02 -0.173952 1.830686e-122 1.67e+118 1.000000
149 x2 x31 pearson two-sided 18398 0.003682 [-0.01, 0.02] 1.355961e-05 -9.516411e-05 0.003682 6.174715e-01 0.01 0.079031
150 x2 x32 pearson two-sided 18398 0.364079 [0.35, 0.38] 1.325539e-01 1.324596e-01 0.381581 0.000000e+00 inf 1.000000
151 x2 x33 pearson two-sided 18398 -0.255547 [-0.27, -0.24] 6.530439e-02 6.520276e-02 -0.261339 3.857420e-272 5.15e+267 1.000000
152 x2 x34 pearson two-sided 18398 -0.035625 [-0.05, -0.02] 1.269149e-03 1.160561e-03 -0.035640 1.342421e-06 1091.766 0.997973
153 x2 x35 pearson two-sided 18398 -0.080646 [-0.09, -0.07] 6.503730e-03 6.395712e-03 -0.080821 6.230758e-28 1.066e+24 1.000000
154 x2 x36 pearson two-sided 18398 -0.006888 [-0.02, 0.01] 4.745110e-05 -6.126894e-05 -0.006889 3.501517e-01 0.014 0.154426
155 x2 x37 pearson two-sided 18398 0.375120 [0.36, 0.39] 1.407147e-01 1.406212e-01 0.394368 0.000000e+00 inf 1.000000
156 x2 x38 pearson two-sided 18398 -0.039859 [-0.05, -0.03] 1.588741e-03 1.480189e-03 -0.039880 6.365124e-08 2.072e+04 0.999719
157 x2 x39 pearson two-sided 18398 0.081906 [0.07, 0.1] 6.708566e-03 6.600570e-03 0.082090 9.209334e-29 7.101e+24 1.000000
158 x2 x40 pearson two-sided 18398 0.304692 [0.29, 0.32] 9.283738e-02 9.273875e-02 0.314684 0.000000e+00 inf 1.000000
159 x2 x41 pearson two-sided 18398 -0.002277 [-0.02, 0.01] 5.185512e-06 -1.035391e-04 -0.002277 7.574332e-01 0.01 0.060997
160 x2 x42 pearson two-sided 18398 0.062017 [0.05, 0.08] 3.846158e-03 3.737850e-03 0.062097 3.780135e-17 2.278e+13 1.000000
161 x2 x43 pearson two-sided 18398 0.053379 [0.04, 0.07] 2.849353e-03 2.740938e-03 0.053430 4.324231e-13 2.306e+09 1.000000
162 x2 x44 pearson two-sided 18398 -0.041009 [-0.06, -0.03] 1.681741e-03 1.573198e-03 -0.041032 2.630623e-08 4.881e+04 0.999844
163 x2 x45 pearson two-sided 18398 -0.386260 [-0.4, -0.37] 1.491967e-01 1.491042e-01 -0.407397 0.000000e+00 inf 1.000000
164 x2 x46 pearson two-sided 18398 -0.235716 [-0.25, -0.22] 5.556222e-02 5.545953e-02 -0.240234 1.099730e-230 1.979e+226 1.000000
165 x2 x47 pearson two-sided 18398 0.228121 [0.21, 0.24] 5.203928e-02 5.193621e-02 0.232207 8.483098e-216 2.66e+211 1.000000
166 x2 x48 pearson two-sided 18398 -0.218877 [-0.23, -0.21] 4.790699e-02 4.780347e-02 -0.222476 2.098048e-198 1.126e+194 1.000000
167 x2 x49 pearson two-sided 18398 -0.098538 [-0.11, -0.08] 9.709805e-03 9.602136e-03 -0.098859 6.264321e-41 8.673e+36 1.000000
168 x2 x50 pearson two-sided 18398 0.097052 [0.08, 0.11] 9.419183e-03 9.311482e-03 0.097359 9.452413e-40 5.836e+35 1.000000
169 x2 x51 pearson two-sided 18398 0.337809 [0.32, 0.35] 1.141150e-01 1.140187e-01 0.351617 0.000000e+00 inf 1.000000
170 x2 x52 pearson two-sided 18398 0.111428 [0.1, 0.13] 1.241630e-02 1.230892e-02 0.111893 6.480001e-52 7.403e+47 1.000000
171 x2 x53 pearson two-sided 18398 0.045812 [0.03, 0.06] 2.098762e-03 1.990265e-03 0.045844 5.074639e-10 2.277e+06 0.999990
172 x2 x54 pearson two-sided 18398 0.213488 [0.2, 0.23] 4.557715e-02 4.547338e-02 0.216823 1.246942e-188 1.947e+184 1.000000
173 x2 x55 pearson two-sided 18398 0.300021 [0.29, 0.31] 9.001251e-02 8.991357e-02 0.309543 0.000000e+00 inf 1.000000
174 x2 x56 pearson two-sided 18398 0.157117 [0.14, 0.17] 2.468565e-02 2.457961e-02 0.158429 5.303883e-102 6.348e+97 1.000000
175 x2 x57 pearson two-sided 18398 0.007790 [-0.01, 0.02] 6.068371e-05 -4.803489e-05 0.007790 2.907077e-01 0.016 0.184440
176 x2 x58 pearson two-sided 18398 0.214721 [0.2, 0.23] 4.610511e-02 4.600140e-02 0.218115 7.638478e-191 3.158e+186 1.000000
177 x2 x59 pearson two-sided 18398 0.341174 [0.33, 0.35] 1.164000e-01 1.163039e-01 0.355421 0.000000e+00 inf 1.000000
178 x2 x60 pearson two-sided 18398 -0.129893 [-0.14, -0.12] 1.687223e-02 1.676534e-02 -0.130631 4.798242e-70 8.547e+65 1.000000
179 x2 x61 pearson two-sided 18398 -0.061108 [-0.08, -0.05] 3.734127e-03 3.625808e-03 -0.061184 1.078895e-16 8.1e+12 1.000000
180 x3 x4 pearson two-sided 18398 -0.273556 [-0.29, -0.26] 7.483292e-02 7.473233e-02 -0.280704 4.220533e-313 inf 1.000000
181 x3 x5 pearson two-sided 18398 -0.187914 [-0.2, -0.17] 3.531164e-02 3.520675e-02 -0.190174 7.708483e-146 3.615e+141 1.000000
182 x3 x6 pearson two-sided 18398 0.011737 [-0.0, 0.03] 1.377685e-04 2.905827e-05 0.011738 1.113825e-01 0.033 0.356657
183 x3 x7 pearson two-sided 18398 0.277747 [0.26, 0.29] 7.714348e-02 7.704314e-02 0.285239 3.952525e-323 inf 1.000000
184 x3 x8 pearson two-sided 18398 0.203604 [0.19, 0.22] 4.145453e-02 4.135031e-02 0.206489 2.157975e-171 1.184e+167 1.000000
185 x3 x9 pearson two-sided 18398 0.037892 [0.02, 0.05] 1.435828e-03 1.327259e-03 0.037910 2.730158e-07 5067.367 0.999268
186 x3 x10 pearson two-sided 18398 0.047492 [0.03, 0.06] 2.255455e-03 2.146975e-03 0.047527 1.156559e-10 9.652e+06 0.999996
187 x3 x11 pearson two-sided 18398 0.132009 [0.12, 0.15] 1.742638e-02 1.731955e-02 0.132784 2.641498e-72 1.527e+68 1.000000
188 x3 x12 pearson two-sided 18398 0.286138 [0.27, 0.3] 8.187485e-02 8.177502e-02 0.294355 0.000000e+00 inf 1.000000
189 x3 x13 pearson two-sided 18398 -0.159126 [-0.17, -0.15] 2.532097e-02 2.521500e-02 -0.160489 1.306556e-104 2.543e+100 1.000000
190 x3 x14 pearson two-sided 18398 -0.017212 [-0.03, -0.0] 2.962425e-04 1.875495e-04 -0.017213 1.956456e-02 0.141 0.646072
191 x3 x15 pearson two-sided 18398 0.054334 [0.04, 0.07] 2.952209e-03 2.843804e-03 0.054388 1.645920e-13 5.954e+09 1.000000
192 x3 x16 pearson two-sided 18398 0.380399 [0.37, 0.39] 1.447030e-01 1.446101e-01 0.400526 0.000000e+00 inf 1.000000
193 x3 x17 pearson two-sided 18398 -0.189429 [-0.2, -0.18] 3.588334e-02 3.577852e-02 -0.191745 3.276677e-148 8.431e+143 1.000000
194 x3 x18 pearson two-sided 18398 -0.247522 [-0.26, -0.23] 6.126699e-02 6.116492e-02 -0.252771 6.572756e-255 3.134e+250 1.000000
195 x3 x19 pearson two-sided 18398 0.206869 [0.19, 0.22] 4.279476e-02 4.269068e-02 0.209898 5.469831e-177 4.593e+172 1.000000
196 x3 x20 pearson two-sided 18398 0.033054 [0.02, 0.05] 1.092539e-03 9.839322e-04 0.033066 7.315999e-06 214.723 0.994211
197 x3 x21 pearson two-sided 18398 -0.221572 [-0.24, -0.21] 4.909421e-02 4.899082e-02 -0.225309 2.149161e-203 1.084e+199 1.000000
198 x3 x22 pearson two-sided 18398 -0.210650 [-0.22, -0.2] 4.437330e-02 4.426940e-02 -0.213851 1.371108e-183 1.796e+179 1.000000
199 x3 x23 pearson two-sided 18398 0.044567 [0.03, 0.06] 1.986240e-03 1.877731e-03 0.044597 1.469631e-09 8.073e+05 0.999978
200 x3 x24 pearson two-sided 18398 0.073166 [0.06, 0.09] 5.353245e-03 5.245102e-03 0.073297 2.879061e-23 2.541e+19 1.000000
201 x3 x25 pearson two-sided 18398 0.331998 [0.32, 0.34] 1.102228e-01 1.101260e-01 0.345072 0.000000e+00 inf 1.000000
202 x3 x26 pearson two-sided 18398 0.250293 [0.24, 0.26] 6.264678e-02 6.254487e-02 0.255726 8.651254e-261 2.351e+256 1.000000
203 x3 x27 pearson two-sided 18398 0.139991 [0.13, 0.15] 1.959746e-02 1.949086e-02 0.140916 3.632735e-81 1.045e+77 1.000000
204 x3 x28 pearson two-sided 18398 0.445523 [0.43, 0.46] 1.984909e-01 1.984037e-01 0.479101 0.000000e+00 inf 1.000000
205 x3 x29 pearson two-sided 18398 0.348326 [0.34, 0.36] 1.213311e-01 1.212356e-01 0.363538 0.000000e+00 inf 1.000000
206 x3 x30 pearson two-sided 18398 0.238600 [0.22, 0.25] 5.692973e-02 5.682719e-02 0.243289 1.769046e-236 1.213e+232 1.000000
207 x3 x31 pearson two-sided 18398 0.013517 [-0.0, 0.03] 1.827058e-04 7.400042e-05 0.013518 6.674655e-02 0.05 0.449726
208 x3 x32 pearson two-sided 18398 0.321477 [0.31, 0.33] 1.033474e-01 1.032499e-01 0.333293 0.000000e+00 inf 1.000000
209 x3 x33 pearson two-sided 18398 0.210142 [0.2, 0.22] 4.415986e-02 4.405594e-02 0.213320 1.072053e-182 2.304e+178 1.000000
210 x3 x34 pearson two-sided 18398 0.048990 [0.03, 0.06] 2.400041e-03 2.291577e-03 0.049029 2.960246e-11 3.66e+07 0.999999
211 x3 x35 pearson two-sided 18398 0.156679 [0.14, 0.17] 2.454829e-02 2.444223e-02 0.157980 1.942463e-101 1.738e+97 1.000000
212 x3 x36 pearson two-sided 18398 0.528081 [0.52, 0.54] 2.788691e-01 2.787907e-01 0.587480 0.000000e+00 inf 1.000000
213 x3 x37 pearson two-sided 18398 0.252210 [0.24, 0.27] 6.360968e-02 6.350787e-02 0.257771 6.732339e-265 2.995e+260 1.000000
214 x3 x38 pearson two-sided 18398 0.089948 [0.08, 0.1] 8.090562e-03 7.982717e-03 0.090191 2.303557e-34 2.585e+30 1.000000
215 x3 x39 pearson two-sided 18398 0.063004 [0.05, 0.08] 3.969496e-03 3.861202e-03 0.063087 1.191810e-17 7.116e+13 1.000000
216 x3 x40 pearson two-sided 18398 0.342809 [0.33, 0.36] 1.175177e-01 1.174217e-01 0.357272 0.000000e+00 inf 1.000000
217 x3 x41 pearson two-sided 18398 -0.012982 [-0.03, 0.0] 1.685257e-04 5.981879e-05 -0.012982 7.827426e-02 0.044 0.421178
218 x3 x42 pearson two-sided 18398 -0.042230 [-0.06, -0.03] 1.783392e-03 1.674861e-03 -0.042255 1.002870e-08 1.245e+05 0.999919
219 x3 x43 pearson two-sided 18398 0.040294 [0.03, 0.05] 1.623633e-03 1.515084e-03 0.040316 4.568396e-08 2.858e+04 0.999774
220 x3 x44 pearson two-sided 18398 0.184312 [0.17, 0.2] 3.397089e-02 3.386586e-02 0.186443 2.775322e-140 1.025e+136 1.000000
221 x3 x45 pearson two-sided 18398 -0.318716 [-0.33, -0.31] 1.015802e-01 1.014825e-01 -0.330218 0.000000e+00 inf 1.000000
222 x3 x46 pearson two-sided 18398 0.061424 [0.05, 0.08] 3.772955e-03 3.664640e-03 0.061502 7.500783e-17 1.159e+13 1.000000
223 x3 x47 pearson two-sided 18398 -0.075580 [-0.09, -0.06] 5.712380e-03 5.604276e-03 -0.075725 1.006510e-24 7.039e+20 1.000000
224 x3 x48 pearson two-sided 18398 -0.080096 [-0.09, -0.07] 6.415360e-03 6.307332e-03 -0.080268 1.421567e-27 4.704e+23 1.000000
225 x3 x49 pearson two-sided 18398 0.114243 [0.1, 0.13] 1.305137e-02 1.294407e-02 0.114744 1.703030e-54 2.746e+50 1.000000
226 x3 x50 pearson two-sided 18398 -0.045534 [-0.06, -0.03] 2.073359e-03 1.964859e-03 -0.045566 6.450806e-10 1.802e+06 0.999988
227 x3 x51 pearson two-sided 18398 0.301978 [0.29, 0.32] 9.119066e-02 9.109185e-02 0.311695 0.000000e+00 inf 1.000000
228 x3 x52 pearson two-sided 18398 -0.064739 [-0.08, -0.05] 4.191147e-03 4.082878e-03 -0.064830 1.498501e-18 5.51e+14 1.000000
229 x3 x53 pearson two-sided 18398 -0.005799 [-0.02, 0.01] 3.362492e-05 -7.509663e-05 -0.005799 4.315838e-01 0.013 0.123315
230 x3 x54 pearson two-sided 18398 0.514714 [0.5, 0.53] 2.649305e-01 2.648506e-01 0.569122 0.000000e+00 inf 1.000000
231 x3 x55 pearson two-sided 18398 -0.015091 [-0.03, -0.0] 2.277248e-04 1.190244e-04 -0.015092 4.067296e-02 0.075 0.534673
232 x3 x56 pearson two-sided 18398 -0.014670 [-0.03, -0.0] 2.152035e-04 1.065017e-04 -0.014671 4.661580e-02 0.067 0.511952
233 x3 x57 pearson two-sided 18398 -0.057484 [-0.07, -0.04] 3.304358e-03 3.195992e-03 -0.057547 6.047816e-15 1.534e+11 1.000000
234 x3 x58 pearson two-sided 18398 -0.406268 [-0.42, -0.39] 1.650540e-01 1.649632e-01 -0.431134 0.000000e+00 inf 1.000000
235 x3 x59 pearson two-sided 18398 0.329741 [0.32, 0.34] 1.087290e-01 1.086321e-01 0.342537 0.000000e+00 inf 1.000000
236 x3 x60 pearson two-sided 18398 0.113311 [0.1, 0.13] 1.283932e-02 1.273199e-02 0.113799 1.238646e-53 3.807e+49 1.000000
237 x3 x61 pearson two-sided 18398 -0.059705 [-0.07, -0.05] 3.564647e-03 3.456310e-03 -0.059776 5.275638e-16 1.695e+12 1.000000
238 x4 x5 pearson two-sided 18398 0.239145 [0.23, 0.25] 5.719026e-02 5.708775e-02 0.243867 1.390049e-237 1.54e+233 1.000000
239 x4 x6 pearson two-sided 18398 0.201018 [0.19, 0.21] 4.040836e-02 4.030403e-02 0.203794 4.977212e-167 5.207e+162 1.000000
240 x4 x7 pearson two-sided 18398 -0.037832 [-0.05, -0.02] 1.431297e-03 1.322728e-03 -0.037851 2.850709e-07 4860.279 0.999248
241 x4 x8 pearson two-sided 18398 0.025199 [0.01, 0.04] 6.349919e-04 5.263358e-04 0.025204 6.301601e-04 3.182 0.927655
242 x4 x9 pearson two-sided 18398 0.021334 [0.01, 0.04] 4.551352e-04 3.464595e-04 0.021337 3.805545e-03 0.608 0.824855
243 x4 x10 pearson two-sided 18398 -0.000881 [-0.02, 0.01] 7.759834e-07 -1.079491e-04 -0.000881 9.048979e-01 0.009 0.051636
244 x4 x11 pearson two-sided 18398 -0.033744 [-0.05, -0.02] 1.138691e-03 1.030089e-03 -0.033757 4.692872e-06 328.417 0.995585
245 x4 x12 pearson two-sided 18398 -0.053808 [-0.07, -0.04] 2.895257e-03 2.786846e-03 -0.053860 2.809728e-13 3.521e+09 1.000000
246 x4 x13 pearson two-sided 18398 0.065649 [0.05, 0.08] 4.309751e-03 4.201494e-03 0.065743 4.942450e-19 1.648e+15 1.000000
247 x4 x14 pearson two-sided 18398 -0.163826 [-0.18, -0.15] 2.683907e-02 2.673326e-02 -0.165316 7.531796e-111 4.279e+106 1.000000
248 x4 x15 pearson two-sided 18398 -0.121238 [-0.14, -0.11] 1.469868e-02 1.459155e-02 -0.121837 3.408965e-61 1.291e+57 1.000000
249 x4 x16 pearson two-sided 18398 -0.061886 [-0.08, -0.05] 3.829817e-03 3.721508e-03 -0.061965 4.404875e-17 1.959e+13 1.000000
250 x4 x17 pearson two-sided 18398 0.115576 [0.1, 0.13] 1.335786e-02 1.325058e-02 0.116095 9.672807e-56 4.778e+51 1.000000
251 x4 x18 pearson two-sided 18398 0.171387 [0.16, 0.19] 2.937337e-02 2.926784e-02 0.173095 2.760334e-121 1.113e+117 1.000000
252 x4 x19 pearson two-sided 18398 -0.227455 [-0.24, -0.21] 5.173599e-02 5.163289e-02 -0.231504 1.612992e-214 1.404e+210 1.000000
253 x4 x20 pearson two-sided 18398 -0.180625 [-0.19, -0.17] 3.262535e-02 3.252018e-02 -0.182629 1.028380e-134 2.826e+130 1.000000
254 x4 x21 pearson two-sided 18398 0.109921 [0.1, 0.12] 1.208263e-02 1.197521e-02 0.110367 1.468515e-50 3.312e+46 1.000000
255 x4 x22 pearson two-sided 18398 0.244012 [0.23, 0.26] 5.954184e-02 5.943959e-02 0.249036 1.439830e-247 1.454e+243 1.000000
256 x4 x23 pearson two-sided 18398 0.255014 [0.24, 0.27] 6.503194e-02 6.493028e-02 0.260768 5.641729e-271 3.53e+266 1.000000
257 x4 x24 pearson two-sided 18398 -0.017535 [-0.03, -0.0] 3.074809e-04 1.987891e-04 -0.017537 1.738450e-02 0.156 0.662251
258 x4 x25 pearson two-sided 18398 -0.029138 [-0.04, -0.01] 8.490470e-04 7.404141e-04 -0.029147 7.721540e-05 22.823 0.976883
259 x4 x26 pearson two-sided 18398 -0.329015 [-0.34, -0.32] 1.082507e-01 1.081537e-01 -0.341723 0.000000e+00 inf 1.000000
260 x4 x27 pearson two-sided 18398 -0.132396 [-0.15, -0.12] 1.752859e-02 1.742177e-02 -0.133177 1.011601e-72 3.975e+68 1.000000
261 x4 x28 pearson two-sided 18398 0.052921 [0.04, 0.07] 2.800618e-03 2.692197e-03 0.052970 6.835267e-13 1.471e+09 1.000000
262 x4 x29 pearson two-sided 18398 -0.594632 [-0.6, -0.59] 3.535870e-01 3.535167e-01 -0.684801 0.000000e+00 inf 1.000000
263 x4 x30 pearson two-sided 18398 -0.259821 [-0.27, -0.25] 6.750720e-02 6.740582e-02 -0.265917 1.424787e-281 1.368e+277 1.000000
264 x4 x31 pearson two-sided 18398 0.001476 [-0.01, 0.02] 2.177903e-06 -1.065471e-04 0.001476 8.413562e-01 0.009 0.054601
265 x4 x32 pearson two-sided 18398 -0.002926 [-0.02, 0.01] 8.559945e-06 -1.001643e-04 -0.002926 6.915011e-01 0.01 0.068226
266 x4 x33 pearson two-sided 18398 -0.326199 [-0.34, -0.31] 1.064059e-01 1.063087e-01 -0.338569 0.000000e+00 inf 1.000000
267 x4 x34 pearson two-sided 18398 0.195076 [0.18, 0.21] 3.805476e-02 3.795018e-02 0.197609 3.130923e-157 8.549e+152 1.000000
268 x4 x35 pearson two-sided 18398 -0.378430 [-0.39, -0.37] 1.432089e-01 1.431158e-01 -0.398225 0.000000e+00 inf 1.000000
269 x4 x36 pearson two-sided 18398 -0.105620 [-0.12, -0.09] 1.115566e-02 1.104815e-02 -0.106016 8.520589e-47 5.944e+42 1.000000
270 x4 x37 pearson two-sided 18398 0.032444 [0.02, 0.05] 1.052617e-03 9.440061e-04 0.032455 1.074821e-05 148.68 0.992697
271 x4 x38 pearson two-sided 18398 0.033410 [0.02, 0.05] 1.116229e-03 1.007625e-03 0.033422 5.824419e-06 267.058 0.994962
272 x4 x39 pearson two-sided 18398 -0.006543 [-0.02, 0.01] 4.280783e-05 -6.591271e-05 -0.006543 3.748607e-01 0.014 0.143940
273 x4 x40 pearson two-sided 18398 -0.136059 [-0.15, -0.12] 1.851207e-02 1.840535e-02 -0.136908 9.828895e-77 3.978e+72 1.000000
274 x4 x41 pearson two-sided 18398 0.008163 [-0.01, 0.02] 6.663643e-05 -4.208152e-05 0.008163 2.682154e-01 0.017 0.197974
275 x4 x42 pearson two-sided 18398 -0.048035 [-0.06, -0.03] 2.307349e-03 2.198875e-03 -0.048072 7.090362e-11 1.557e+07 0.999997
276 x4 x43 pearson two-sided 18398 0.065030 [0.05, 0.08] 4.228937e-03 4.120671e-03 0.065122 1.052355e-18 7.811e+14 1.000000
277 x4 x44 pearson two-sided 18398 -0.509236 [-0.52, -0.5] 2.593209e-01 2.592404e-01 -0.561697 0.000000e+00 inf 1.000000
278 x4 x45 pearson two-sided 18398 0.040699 [0.03, 0.06] 1.656371e-03 1.547826e-03 0.040721 3.347227e-08 3.864e+04 0.999817
279 x4 x46 pearson two-sided 18398 0.209482 [0.2, 0.22] 4.388287e-02 4.377891e-02 0.212630 1.545311e-181 1.604e+177 1.000000
280 x4 x47 pearson two-sided 18398 0.105683 [0.09, 0.12] 1.116889e-02 1.106138e-02 0.106079 7.529869e-47 6.722e+42 1.000000
281 x4 x48 pearson two-sided 18398 0.228375 [0.21, 0.24] 5.215497e-02 5.205191e-02 0.232474 2.757627e-216 8.173e+211 1.000000
282 x4 x49 pearson two-sided 18398 0.015577 [0.0, 0.03] 2.426300e-04 1.339312e-04 0.015578 3.461957e-02 0.086 0.560777
283 x4 x50 pearson two-sided 18398 -0.307548 [-0.32, -0.29] 9.458547e-02 9.448703e-02 -0.317834 0.000000e+00 inf 1.000000
284 x4 x51 pearson two-sided 18398 -0.009910 [-0.02, 0.0] 9.819851e-05 -1.051601e-05 -0.009910 1.789287e-01 0.023 0.269463
285 x4 x52 pearson two-sided 18398 -0.243994 [-0.26, -0.23] 5.953297e-02 5.943072e-02 -0.249016 1.570388e-247 1.333e+243 1.000000
286 x4 x53 pearson two-sided 18398 0.019032 [0.0, 0.03] 3.621983e-04 2.535124e-04 0.019034 9.837846e-03 0.259 0.732907
287 x4 x54 pearson two-sided 18398 -0.407168 [-0.42, -0.4] 1.657857e-01 1.656950e-01 -0.432212 0.000000e+00 inf 1.000000
288 x4 x55 pearson two-sided 18398 -0.210416 [-0.22, -0.2] 4.427492e-02 4.417101e-02 -0.213607 3.538057e-183 6.97e+178 1.000000
289 x4 x56 pearson two-sided 18398 -0.194464 [-0.21, -0.18] 3.781611e-02 3.771150e-02 -0.196972 3.075874e-156 8.732e+151 1.000000
290 x4 x57 pearson two-sided 18398 -0.169534 [-0.18, -0.16] 2.874189e-02 2.863629e-02 -0.171187 1.105874e-118 2.811e+114 1.000000
291 x4 x58 pearson two-sided 18398 -0.110220 [-0.12, -0.1] 1.214855e-02 1.204115e-02 -0.110670 7.927066e-51 6.119e+46 1.000000
292 x4 x59 pearson two-sided 18398 -0.006763 [-0.02, 0.01] 4.574168e-05 -6.297854e-05 -0.006763 3.589795e-01 0.014 0.150562
293 x4 x60 pearson two-sided 18398 -0.295451 [-0.31, -0.28] 8.729130e-02 8.719207e-02 -0.304528 0.000000e+00 inf 1.000000
294 x4 x61 pearson two-sided 18398 -0.007333 [-0.02, 0.01] 5.377332e-05 -5.494603e-05 -0.007333 3.199346e-01 0.015 0.168747
295 x5 x6 pearson two-sided 18398 -0.030145 [-0.04, -0.02] 9.087499e-04 8.001235e-04 -0.030155 4.321905e-05 39.542 0.983412
296 x5 x7 pearson two-sided 18398 -0.015288 [-0.03, -0.0] 2.337138e-04 1.250140e-04 -0.015289 3.811719e-02 0.079 0.545285
297 x5 x8 pearson two-sided 18398 0.298127 [0.28, 0.31] 8.887982e-02 8.878076e-02 0.307463 0.000000e+00 inf 1.000000
298 x5 x9 pearson two-sided 18398 0.018508 [0.0, 0.03] 3.425531e-04 2.338651e-04 0.018510 1.205668e-02 0.216 0.709055
299 x5 x10 pearson two-sided 18398 0.030280 [0.02, 0.04] 9.169061e-04 8.082806e-04 0.030290 3.993063e-05 42.625 0.984154
300 x5 x11 pearson two-sided 18398 -0.011797 [-0.03, 0.0] 1.391778e-04 3.046774e-05 -0.011798 1.095692e-01 0.033 0.359684
301 x5 x12 pearson two-sided 18398 0.025699 [0.01, 0.04] 6.604611e-04 5.518077e-04 0.025705 4.899513e-04 4.023 0.936552
302 x5 x13 pearson two-sided 18398 0.012356 [-0.0, 0.03] 1.526784e-04 4.396982e-05 0.012357 9.374788e-02 0.038 0.388353
303 x5 x14 pearson two-sided 18398 -0.183213 [-0.2, -0.17] 3.356710e-02 3.346203e-02 -0.185306 1.303986e-138 2.195e+134 1.000000
304 x5 x15 pearson two-sided 18398 -0.122773 [-0.14, -0.11] 1.507313e-02 1.496604e-02 -0.123395 1.020517e-62 4.258e+58 1.000000
305 x5 x16 pearson two-sided 18398 0.021079 [0.01, 0.04] 4.443279e-04 3.356511e-04 0.021082 4.246111e-03 0.551 0.815794
306 x5 x17 pearson two-sided 18398 0.606393 [0.6, 0.62] 3.677127e-01 3.676440e-01 0.703197 0.000000e+00 inf 1.000000
307 x5 x18 pearson two-sided 18398 0.647314 [0.64, 0.66] 4.190150e-01 4.189518e-01 0.770661 0.000000e+00 inf 1.000000
308 x5 x19 pearson two-sided 18398 -0.432638 [-0.44, -0.42] 1.871760e-01 1.870877e-01 -0.463138 0.000000e+00 inf 1.000000
309 x5 x20 pearson two-sided 18398 -0.228664 [-0.24, -0.21] 5.228734e-02 5.218430e-02 -0.232780 7.621904e-217 2.953e+212 1.000000
310 x5 x21 pearson two-sided 18398 0.306329 [0.29, 0.32] 9.383729e-02 9.373876e-02 0.316489 0.000000e+00 inf 1.000000
311 x5 x22 pearson two-sided 18398 0.704600 [0.7, 0.71] 4.964618e-01 4.964071e-01 0.876379 0.000000e+00 inf 1.000000
312 x5 x23 pearson two-sided 18398 0.610117 [0.6, 0.62] 3.722422e-01 3.721739e-01 0.709107 0.000000e+00 inf 1.000000
313 x5 x24 pearson two-sided 18398 -0.340649 [-0.35, -0.33] 1.160420e-01 1.159458e-01 -0.354827 0.000000e+00 inf 1.000000
314 x5 x25 pearson two-sided 18398 -0.016909 [-0.03, -0.0] 2.859202e-04 1.772261e-04 -0.016911 2.181604e-02 0.128 0.630696
315 x5 x26 pearson two-sided 18398 -0.074510 [-0.09, -0.06] 5.551746e-03 5.443624e-03 -0.074648 4.510318e-24 1.593e+20 1.000000
316 x5 x27 pearson two-sided 18398 0.046821 [0.03, 0.06] 2.192203e-03 2.083716e-03 0.046855 2.100430e-10 5.388e+06 0.999994
317 x5 x28 pearson two-sided 18398 -0.003837 [-0.02, 0.01] 1.472369e-05 -9.399990e-05 -0.003837 6.027610e-01 0.011 0.081562
318 x5 x29 pearson two-sided 18398 -0.033557 [-0.05, -0.02] 1.126048e-03 1.017445e-03 -0.033569 5.299492e-06 292.327 0.995244
319 x5 x30 pearson two-sided 18398 -0.697124 [-0.7, -0.69] 4.859819e-01 4.859260e-01 -0.861683 0.000000e+00 inf 1.000000
320 x5 x31 pearson two-sided 18398 -0.009297 [-0.02, 0.01] 8.644229e-05 -2.227351e-05 -0.009298 2.072950e-01 0.02 0.242944
321 x5 x32 pearson two-sided 18398 -0.011269 [-0.03, 0.0] 1.269863e-04 1.827496e-05 -0.011269 1.264036e-01 0.03 0.333297
322 x5 x33 pearson two-sided 18398 -0.544625 [-0.55, -0.53] 2.966158e-01 2.965394e-01 -0.610707 0.000000e+00 inf 1.000000
323 x5 x34 pearson two-sided 18398 -0.047842 [-0.06, -0.03] 2.288852e-03 2.180376e-03 -0.047879 8.441121e-11 1.313e+07 0.999997
324 x5 x35 pearson two-sided 18398 -0.261433 [-0.27, -0.25] 6.834746e-02 6.824617e-02 -0.267646 3.547371e-285 5.456e+280 1.000000
325 x5 x36 pearson two-sided 18398 0.068846 [0.05, 0.08] 4.739728e-03 4.631519e-03 0.068955 8.878688e-21 8.752e+16 1.000000
326 x5 x37 pearson two-sided 18398 0.417762 [0.41, 0.43] 1.745248e-01 1.744351e-01 0.444977 0.000000e+00 inf 1.000000
327 x5 x38 pearson two-sided 18398 0.005563 [-0.01, 0.02] 3.094538e-05 -7.777645e-05 0.005563 4.505513e-01 0.012 0.117331
328 x5 x39 pearson two-sided 18398 0.006443 [-0.01, 0.02] 4.151369e-05 -6.720699e-05 0.006443 3.821790e-01 0.014 0.141024
329 x5 x40 pearson two-sided 18398 0.097465 [0.08, 0.11] 9.499501e-03 9.391809e-03 0.097776 4.464894e-40 1.23e+36 1.000000
330 x5 x41 pearson two-sided 18398 -0.003022 [-0.02, 0.01] 9.131069e-06 -9.959314e-05 -0.003022 6.819211e-01 0.01 0.069454
331 x5 x42 pearson two-sided 18398 0.022067 [0.01, 0.04] 4.869321e-04 3.782598e-04 0.022070 2.760243e-03 0.815 0.849301
332 x5 x43 pearson two-sided 18398 0.213451 [0.2, 0.23] 4.556136e-02 4.545759e-02 0.216784 1.452167e-188 1.672e+184 1.000000
333 x5 x44 pearson two-sided 18398 -0.382071 [-0.39, -0.37] 1.459780e-01 1.458851e-01 -0.402482 0.000000e+00 inf 1.000000
334 x5 x45 pearson two-sided 18398 -0.025377 [-0.04, -0.01] 6.439958e-04 5.353407e-04 -0.025383 5.764767e-04 3.457 0.930924
335 x5 x46 pearson two-sided 18398 -0.097596 [-0.11, -0.08] 9.524997e-03 9.417308e-03 -0.097908 3.518936e-40 1.559e+36 1.000000
336 x5 x47 pearson two-sided 18398 0.162976 [0.15, 0.18] 2.656112e-02 2.645528e-02 0.164442 1.046945e-109 3.095e+105 1.000000
337 x5 x48 pearson two-sided 18398 0.131716 [0.12, 0.15] 1.734916e-02 1.724232e-02 0.132486 5.454324e-72 7.412e+67 1.000000
338 x5 x49 pearson two-sided 18398 -0.500876 [-0.51, -0.49] 2.508771e-01 2.507957e-01 -0.550475 0.000000e+00 inf 1.000000
339 x5 x50 pearson two-sided 18398 -0.384730 [-0.4, -0.37] 1.480168e-01 1.479242e-01 -0.405599 0.000000e+00 inf 1.000000
340 x5 x51 pearson two-sided 18398 0.007377 [-0.01, 0.02] 5.442748e-05 -5.429180e-05 0.007378 3.170087e-01 0.015 0.170232
341 x5 x52 pearson two-sided 18398 -0.349456 [-0.36, -0.34] 1.221193e-01 1.220239e-01 -0.364824 0.000000e+00 inf 1.000000
342 x5 x53 pearson two-sided 18398 0.096991 [0.08, 0.11] 9.407173e-03 9.299470e-03 0.097296 1.057422e-39 5.22e+35 1.000000
343 x5 x54 pearson two-sided 18398 0.080901 [0.07, 0.1] 6.545030e-03 6.437017e-03 0.081079 4.237648e-28 1.562e+24 1.000000
344 x5 x55 pearson two-sided 18398 0.070947 [0.06, 0.09] 5.033543e-03 4.925365e-03 0.071067 5.703191e-22 1.323e+18 1.000000
345 x5 x56 pearson two-sided 18398 -0.362978 [-0.38, -0.35] 1.317529e-01 1.316585e-01 -0.380311 0.000000e+00 inf 1.000000
346 x5 x57 pearson two-sided 18398 -0.402099 [-0.41, -0.39] 1.616837e-01 1.615925e-01 -0.426150 0.000000e+00 inf 1.000000
347 x5 x58 pearson two-sided 18398 0.050484 [0.04, 0.06] 2.548645e-03 2.440197e-03 0.050527 7.306465e-12 1.44e+08 1.000000
348 x5 x59 pearson two-sided 18398 -0.001526 [-0.02, 0.01] 2.327183e-06 -1.063978e-04 -0.001526 8.360839e-01 0.009 0.054918
349 x5 x60 pearson two-sided 18398 -0.040054 [-0.05, -0.03] 1.604302e-03 1.495751e-03 -0.040075 5.489808e-08 2.392e+04 0.999745
350 x5 x61 pearson two-sided 18398 0.015751 [0.0, 0.03] 2.481058e-04 1.394076e-04 0.015753 3.263936e-02 0.091 0.570107
351 x6 x7 pearson two-sided 18398 -0.123885 [-0.14, -0.11] 1.534747e-02 1.524042e-02 -0.124525 7.799803e-64 5.52e+59 1.000000
352 x6 x8 pearson two-sided 18398 0.039065 [0.02, 0.05] 1.526072e-03 1.417513e-03 0.039085 1.155454e-07 1.164e+04 0.999583
353 x6 x9 pearson two-sided 18398 -0.052848 [-0.07, -0.04] 2.792932e-03 2.684510e-03 -0.052897 7.347189e-13 1.37e+09 1.000000
354 x6 x10 pearson two-sided 18398 -0.060240 [-0.07, -0.05] 3.628864e-03 3.520533e-03 -0.060313 2.891079e-16 3.065e+12 1.000000
355 x6 x11 pearson two-sided 18398 -0.023747 [-0.04, -0.01] 5.639230e-04 4.552592e-04 -0.023752 1.276244e-03 1.655 0.896434
356 x6 x12 pearson two-sided 18398 0.019885 [0.01, 0.03] 3.953952e-04 2.867130e-04 0.019887 6.992357e-03 0.351 0.769551
357 x6 x13 pearson two-sided 18398 0.613250 [0.6, 0.62] 3.760751e-01 3.760072e-01 0.714113 0.000000e+00 inf 1.000000
358 x6 x14 pearson two-sided 18398 0.051312 [0.04, 0.07] 2.632882e-03 2.524443e-03 0.051357 3.307869e-12 3.132e+08 1.000000
359 x6 x15 pearson two-sided 18398 -0.020393 [-0.03, -0.01] 4.158548e-04 3.071748e-04 -0.020395 5.672678e-03 0.424 0.789962
360 x6 x16 pearson two-sided 18398 -0.089889 [-0.1, -0.08] 8.079945e-03 7.972098e-03 -0.090132 2.543541e-34 2.343e+30 1.000000
361 x6 x17 pearson two-sided 18398 0.061777 [0.05, 0.08] 3.816391e-03 3.708081e-03 0.061856 4.994756e-17 1.731e+13 1.000000
362 x6 x18 pearson two-sided 18398 0.112294 [0.1, 0.13] 1.260997e-02 1.250262e-02 0.112770 1.058759e-52 4.495e+48 1.000000
363 x6 x19 pearson two-sided 18398 -0.089379 [-0.1, -0.08] 7.988519e-03 7.880662e-03 -0.089618 5.971027e-34 1.004e+30 1.000000
364 x6 x20 pearson two-sided 18398 0.019925 [0.01, 0.03] 3.970192e-04 2.883372e-04 0.019928 6.877001e-03 0.356 0.771230
365 x6 x21 pearson two-sided 18398 -0.134400 [-0.15, -0.12] 1.806324e-02 1.795648e-02 -0.135218 6.669692e-75 5.937e+70 1.000000
366 x6 x22 pearson two-sided 18398 0.022535 [0.01, 0.04] 5.078414e-04 3.991714e-04 0.022539 2.236716e-03 0.988 0.863692
367 x6 x23 pearson two-sided 18398 0.055687 [0.04, 0.07] 3.101058e-03 2.992670e-03 0.055745 4.070771e-14 2.351e+10 1.000000
368 x6 x24 pearson two-sided 18398 -0.078080 [-0.09, -0.06] 6.096460e-03 5.988398e-03 -0.078239 2.789728e-26 2.459e+22 1.000000
369 x6 x25 pearson two-sided 18398 -0.106016 [-0.12, -0.09] 1.123931e-02 1.113181e-02 -0.106415 3.898828e-47 1.294e+43 1.000000
370 x6 x26 pearson two-sided 18398 -0.029216 [-0.04, -0.01] 8.535693e-04 7.449369e-04 -0.029224 7.388985e-05 23.793 0.977452
371 x6 x27 pearson two-sided 18398 0.059362 [0.04, 0.07] 3.523903e-03 3.415561e-03 0.059432 7.727491e-16 1.163e+12 1.000000
372 x6 x28 pearson two-sided 18398 -0.026365 [-0.04, -0.01] 6.950953e-04 5.864457e-04 -0.026371 3.482776e-04 5.533 0.947033
373 x6 x29 pearson two-sided 18398 0.401885 [0.39, 0.41] 1.615117e-01 1.614205e-01 0.425895 0.000000e+00 inf 1.000000
374 x6 x30 pearson two-sided 18398 -0.044823 [-0.06, -0.03] 2.009134e-03 1.900627e-03 -0.044853 1.183596e-09 9.969e+05 0.999981
375 x6 x31 pearson two-sided 18398 -0.005505 [-0.02, 0.01] 3.030997e-05 -7.841193e-05 -0.005506 4.552387e-01 0.012 0.115915
376 x6 x32 pearson two-sided 18398 -0.071447 [-0.09, -0.06] 5.104644e-03 4.996473e-03 -0.071569 2.935390e-22 2.552e+18 1.000000
377 x6 x33 pearson two-sided 18398 -0.118519 [-0.13, -0.1] 1.404679e-02 1.393959e-02 -0.119079 1.529159e-58 2.946e+54 1.000000
378 x6 x34 pearson two-sided 18398 0.967606 [0.97, 0.97] 9.362623e-01 9.362554e-01 2.053307 0.000000e+00 nan 1.000000
379 x6 x35 pearson two-sided 18398 -0.252028 [-0.27, -0.24] 6.351825e-02 6.341643e-02 -0.257577 1.653908e-264 1.22e+260 1.000000
380 x6 x36 pearson two-sided 18398 0.039743 [0.03, 0.05] 1.579468e-03 1.470915e-03 0.039763 6.951926e-08 1.903e+04 0.999702
381 x6 x37 pearson two-sided 18398 0.067647 [0.05, 0.08] 4.576144e-03 4.467916e-03 0.067751 4.095684e-20 1.931e+16 1.000000
382 x6 x38 pearson two-sided 18398 -0.025484 [-0.04, -0.01] 6.494334e-04 5.407788e-04 -0.025490 5.463174e-04 3.635 0.932832
383 x6 x39 pearson two-sided 18398 -0.040072 [-0.05, -0.03] 1.605743e-03 1.497192e-03 -0.040093 5.415113e-08 2.424e+04 0.999747
384 x6 x40 pearson two-sided 18398 0.008184 [-0.01, 0.02] 6.697969e-05 -4.173822e-05 0.008184 2.669862e-01 0.017 0.198755
385 x6 x41 pearson two-sided 18398 -0.002297 [-0.02, 0.01] 5.275450e-06 -1.034492e-04 -0.002297 7.554052e-01 0.01 0.061189
386 x6 x42 pearson two-sided 18398 -0.330433 [-0.34, -0.32] 1.091859e-01 1.090890e-01 -0.343314 0.000000e+00 inf 1.000000
387 x6 x43 pearson two-sided 18398 -0.075764 [-0.09, -0.06] 5.740256e-03 5.632155e-03 -0.075910 7.758591e-25 9.11e+20 1.000000
388 x6 x44 pearson two-sided 18398 -0.153118 [-0.17, -0.14] 2.344522e-02 2.333905e-02 -0.154332 6.500857e-97 5.321e+92 1.000000
389 x6 x45 pearson two-sided 18398 0.057023 [0.04, 0.07] 3.251643e-03 3.143271e-03 0.057085 9.914139e-15 9.431e+10 1.000000
390 x6 x46 pearson two-sided 18398 -0.055071 [-0.07, -0.04] 3.032787e-03 2.924391e-03 -0.055127 7.725201e-14 1.252e+10 1.000000
391 x6 x47 pearson two-sided 18398 0.289526 [0.28, 0.3] 8.382556e-02 8.372595e-02 0.298049 0.000000e+00 inf 1.000000
392 x6 x48 pearson two-sided 18398 -0.054555 [-0.07, -0.04] 2.976270e-03 2.867869e-03 -0.054609 1.313113e-13 7.434e+09 1.000000
393 x6 x49 pearson two-sided 18398 -0.018254 [-0.03, -0.0] 3.332153e-04 2.245263e-04 -0.018256 1.328555e-02 0.198 0.697131
394 x6 x50 pearson two-sided 18398 -0.028940 [-0.04, -0.01] 8.375485e-04 7.289144e-04 -0.028949 8.636541e-05 20.531 0.975372
395 x6 x51 pearson two-sided 18398 -0.074276 [-0.09, -0.06] 5.516940e-03 5.408814e-03 -0.074413 6.242521e-24 1.155e+20 1.000000
396 x6 x52 pearson two-sided 18398 0.007456 [-0.01, 0.02] 5.558787e-05 -5.313128e-05 0.007456 3.119042e-01 0.015 0.172865
397 x6 x53 pearson two-sided 18398 0.078900 [0.06, 0.09] 6.225151e-03 6.117103e-03 0.079064 8.391540e-27 8.09e+22 1.000000
398 x6 x54 pearson two-sided 18398 0.215440 [0.2, 0.23] 4.641453e-02 4.631085e-02 0.218870 3.851199e-192 6.24e+187 1.000000
399 x6 x55 pearson two-sided 18398 0.240633 [0.23, 0.25] 5.790400e-02 5.780157e-02 0.245445 1.303455e-240 1.631e+236 1.000000
400 x6 x56 pearson two-sided 18398 0.490965 [0.48, 0.5] 2.410462e-01 2.409636e-01 0.537330 0.000000e+00 inf 1.000000
401 x6 x57 pearson two-sided 18398 -0.011936 [-0.03, 0.0] 1.424591e-04 3.374936e-05 -0.011936 1.054718e-01 0.034 0.366708
402 x6 x58 pearson two-sided 18398 -0.204748 [-0.22, -0.19] 4.192164e-02 4.181747e-02 -0.207683 2.423897e-173 1.048e+169 1.000000
403 x6 x59 pearson two-sided 18398 -0.085573 [-0.1, -0.07] 7.322653e-03 7.214724e-03 -0.085782 2.986095e-31 2.096e+27 1.000000
404 x6 x60 pearson two-sided 18398 -0.332208 [-0.35, -0.32] 1.103619e-01 1.102652e-01 -0.345308 0.000000e+00 inf 1.000000
405 x6 x61 pearson two-sided 18398 -0.036955 [-0.05, -0.02] 1.365638e-03 1.257061e-03 -0.036971 5.334954e-07 2654.834 0.998873
406 x7 x8 pearson two-sided 18398 0.313287 [0.3, 0.33] 9.814846e-02 9.805040e-02 0.324185 0.000000e+00 inf 1.000000
407 x7 x9 pearson two-sided 18398 0.215504 [0.2, 0.23] 4.644213e-02 4.633846e-02 0.218937 2.950069e-192 8.144e+187 1.000000
408 x7 x10 pearson two-sided 18398 0.104244 [0.09, 0.12] 1.086671e-02 1.075917e-02 0.104624 1.268260e-45 4.047e+41 1.000000
409 x7 x11 pearson two-sided 18398 0.323044 [0.31, 0.34] 1.043575e-01 1.042602e-01 0.335042 0.000000e+00 inf 1.000000
410 x7 x12 pearson two-sided 18398 0.368400 [0.36, 0.38] 1.357185e-01 1.356245e-01 0.386570 0.000000e+00 inf 1.000000
411 x7 x13 pearson two-sided 18398 0.061093 [0.05, 0.08] 3.732345e-03 3.624026e-03 0.061169 1.097040e-16 7.967e+12 1.000000
412 x7 x14 pearson two-sided 18398 0.003541 [-0.01, 0.02] 1.253580e-05 -9.618803e-05 0.003541 6.310765e-01 0.01 0.076809
413 x7 x15 pearson two-sided 18398 -0.077024 [-0.09, -0.06] 5.932759e-03 5.824679e-03 -0.077177 1.286044e-25 5.406e+21 1.000000
414 x7 x16 pearson two-sided 18398 0.371608 [0.36, 0.38] 1.380922e-01 1.379985e-01 0.390287 0.000000e+00 inf 1.000000
415 x7 x17 pearson two-sided 18398 -0.089401 [-0.1, -0.08] 7.992503e-03 7.884647e-03 -0.089640 5.753050e-34 1.041e+30 1.000000
416 x7 x18 pearson two-sided 18398 -0.170896 [-0.18, -0.16] 2.920549e-02 2.909994e-02 -0.172590 1.358519e-120 2.269e+116 1.000000
417 x7 x19 pearson two-sided 18398 0.174479 [0.16, 0.19] 3.044289e-02 3.033747e-02 0.176283 1.069505e-125 2.819e+121 1.000000
418 x7 x20 pearson two-sided 18398 0.068193 [0.05, 0.08] 4.650314e-03 4.542094e-03 0.068299 2.047660e-20 3.831e+16 1.000000
419 x7 x21 pearson two-sided 18398 -0.020020 [-0.03, -0.01] 4.007884e-04 2.921068e-04 -0.020022 6.616694e-03 0.369 0.775087
420 x7 x22 pearson two-sided 18398 -0.124804 [-0.14, -0.11] 1.557606e-02 1.546903e-02 -0.125458 9.150508e-65 4.67e+60 1.000000
421 x7 x23 pearson two-sided 18398 0.122178 [0.11, 0.14] 1.492749e-02 1.482039e-02 0.122792 3.995251e-62 1.093e+58 1.000000
422 x7 x24 pearson two-sided 18398 -0.177509 [-0.19, -0.16] 3.150935e-02 3.140405e-02 -0.179409 4.221040e-130 7.014e+125 1.000000
423 x7 x25 pearson two-sided 18398 0.399755 [0.39, 0.41] 1.598037e-01 1.597123e-01 0.423357 0.000000e+00 inf 1.000000
424 x7 x26 pearson two-sided 18398 0.207290 [0.19, 0.22] 4.296910e-02 4.286505e-02 0.210338 1.021973e-177 2.453e+173 1.000000
425 x7 x27 pearson two-sided 18398 0.137898 [0.12, 0.15] 1.901594e-02 1.890929e-02 0.138783 8.618143e-79 4.474e+74 1.000000
426 x7 x28 pearson two-sided 18398 0.035791 [0.02, 0.05] 1.281001e-03 1.172415e-03 0.035806 1.198412e-06 1217.677 0.998113
427 x7 x29 pearson two-sided 18398 -0.025984 [-0.04, -0.01] 6.751566e-04 5.665048e-04 -0.025990 4.238428e-04 4.606 0.941214
428 x7 x30 pearson two-sided 18398 0.147683 [0.13, 0.16] 2.181024e-02 2.170389e-02 0.148771 3.243203e-90 1.107e+86 1.000000
429 x7 x31 pearson two-sided 18398 -0.000306 [-0.01, 0.01] 9.376526e-08 -1.086314e-04 -0.000306 9.668722e-01 0.009 0.050197
430 x7 x32 pearson two-sided 18398 0.383143 [0.37, 0.4] 1.467987e-01 1.467059e-01 0.403738 0.000000e+00 inf 1.000000
431 x7 x33 pearson two-sided 18398 0.105566 [0.09, 0.12] 1.114426e-02 1.103675e-02 0.105961 9.478325e-47 5.346e+42 1.000000
432 x7 x34 pearson two-sided 18398 -0.164257 [-0.18, -0.15] 2.698051e-02 2.687471e-02 -0.165759 1.973054e-111 1.629e+107 1.000000
433 x7 x35 pearson two-sided 18398 0.197141 [0.18, 0.21] 3.886471e-02 3.876021e-02 0.199757 1.337452e-160 1.979e+156 1.000000
434 x7 x36 pearson two-sided 18398 0.567280 [0.56, 0.58] 3.218061e-01 3.217323e-01 0.643502 0.000000e+00 inf 1.000000
435 x7 x37 pearson two-sided 18398 0.240425 [0.23, 0.25] 5.780418e-02 5.770174e-02 0.245225 3.457241e-240 6.156e+235 1.000000
436 x7 x38 pearson two-sided 18398 0.209498 [0.2, 0.22] 4.388945e-02 4.378549e-02 0.212646 1.450409e-181 1.708e+177 1.000000
437 x7 x39 pearson two-sided 18398 0.130246 [0.12, 0.14] 1.696412e-02 1.685724e-02 0.130990 2.025435e-70 2.019e+66 1.000000
438 x7 x40 pearson two-sided 18398 0.247214 [0.23, 0.26] 6.111477e-02 6.101269e-02 0.252443 2.923967e-254 7.054e+249 1.000000
439 x7 x41 pearson two-sided 18398 -0.016749 [-0.03, -0.0] 2.805357e-04 1.718410e-04 -0.016751 2.309536e-02 0.122 0.622478
440 x7 x42 pearson two-sided 18398 0.071517 [0.06, 0.09] 5.114687e-03 5.006518e-03 0.071639 2.672512e-22 2.8e+18 1.000000
441 x7 x43 pearson two-sided 18398 0.014988 [0.0, 0.03] 2.246471e-04 1.159463e-04 0.014989 4.205572e-02 0.073 0.529154
442 x7 x44 pearson two-sided 18398 0.214378 [0.2, 0.23] 4.595797e-02 4.585424e-02 0.217756 3.161172e-190 7.644e+185 1.000000
443 x7 x45 pearson two-sided 18398 -0.348763 [-0.36, -0.34] 1.216355e-01 1.215400e-01 -0.364035 0.000000e+00 inf 1.000000
444 x7 x46 pearson two-sided 18398 0.193663 [0.18, 0.21] 3.750532e-02 3.740067e-02 0.196140 6.023443e-155 4.479e+150 1.000000
445 x7 x47 pearson two-sided 18398 0.036111 [0.02, 0.05] 1.304023e-03 1.195440e-03 0.036127 9.614526e-07 1505.237 0.998359
446 x7 x48 pearson two-sided 18398 0.182821 [0.17, 0.2] 3.342339e-02 3.331829e-02 0.184899 5.130981e-138 5.592e+133 1.000000
447 x7 x49 pearson two-sided 18398 0.130134 [0.12, 0.14] 1.693479e-02 1.682791e-02 0.130876 2.667198e-70 1.535e+66 1.000000
448 x7 x50 pearson two-sided 18398 0.039876 [0.03, 0.05] 1.590059e-03 1.481506e-03 0.039897 6.285897e-08 2.098e+04 0.999721
449 x7 x51 pearson two-sided 18398 0.377698 [0.37, 0.39] 1.426559e-01 1.425627e-01 0.397372 0.000000e+00 inf 1.000000
450 x7 x52 pearson two-sided 18398 0.028782 [0.01, 0.04] 8.284043e-04 7.197692e-04 0.028790 9.441503e-05 18.874 0.974104
451 x7 x53 pearson two-sided 18398 0.050687 [0.04, 0.07] 2.569132e-03 2.460687e-03 0.050730 6.025426e-12 1.74e+08 1.000000
452 x7 x54 pearson two-sided 18398 -0.061172 [-0.08, -0.05] 3.741967e-03 3.633648e-03 -0.061248 1.002540e-16 8.707e+12 1.000000
453 x7 x55 pearson two-sided 18398 -0.009459 [-0.02, 0.0] 8.946548e-05 -1.924999e-05 -0.009459 1.995266e-01 0.021 0.249781
454 x7 x56 pearson two-sided 18398 -0.116499 [-0.13, -0.1] 1.357192e-02 1.346467e-02 -0.117030 1.304225e-56 3.515e+52 1.000000
455 x7 x57 pearson two-sided 18398 0.102372 [0.09, 0.12] 1.047996e-02 1.037237e-02 0.102732 4.705712e-44 1.111e+40 1.000000
456 x7 x58 pearson two-sided 18398 -0.323613 [-0.34, -0.31] 1.047254e-01 1.046281e-01 -0.335678 0.000000e+00 inf 1.000000
457 x7 x59 pearson two-sided 18398 0.377601 [0.37, 0.39] 1.425824e-01 1.424892e-01 0.397259 0.000000e+00 inf 1.000000
458 x7 x60 pearson two-sided 18398 0.165239 [0.15, 0.18] 2.730387e-02 2.719812e-02 0.166768 9.221236e-113 3.463e+108 1.000000
459 x7 x61 pearson two-sided 18398 0.032053 [0.02, 0.05] 1.027375e-03 9.187618e-04 0.032064 1.371188e-05 117.849 0.991550
460 x8 x9 pearson two-sided 18398 0.063700 [0.05, 0.08] 4.057706e-03 3.949422e-03 0.063786 5.221175e-18 1.607e+14 1.000000
461 x8 x10 pearson two-sided 18398 0.183666 [0.17, 0.2] 3.373302e-02 3.362796e-02 0.185774 2.681294e-139 1.065e+135 1.000000
462 x8 x11 pearson two-sided 18398 0.505564 [0.49, 0.52] 2.555946e-01 2.555137e-01 0.556752 0.000000e+00 inf 1.000000
463 x8 x12 pearson two-sided 18398 0.692687 [0.69, 0.7] 4.798158e-01 4.797592e-01 0.853104 0.000000e+00 inf 1.000000
464 x8 x13 pearson two-sided 18398 -0.023208 [-0.04, -0.01] 5.386010e-04 4.299344e-04 -0.023212 1.643381e-03 1.311 0.882644
465 x8 x14 pearson two-sided 18398 -0.023209 [-0.04, -0.01] 5.386474e-04 4.299808e-04 -0.023213 1.642619e-03 1.311 0.882671
466 x8 x15 pearson two-sided 18398 -0.048107 [-0.06, -0.03] 2.314281e-03 2.205808e-03 -0.048144 6.641842e-11 1.66e+07 0.999998
467 x8 x16 pearson two-sided 18398 0.643647 [0.64, 0.65] 4.142812e-01 4.142175e-01 0.764375 0.000000e+00 inf 1.000000
468 x8 x17 pearson two-sided 18398 0.349449 [0.34, 0.36] 1.221146e-01 1.220192e-01 0.364816 0.000000e+00 inf 1.000000
469 x8 x18 pearson two-sided 18398 0.348747 [0.34, 0.36] 1.216248e-01 1.215293e-01 0.364017 0.000000e+00 inf 1.000000
470 x8 x19 pearson two-sided 18398 -0.251179 [-0.26, -0.24] 6.309091e-02 6.298905e-02 -0.256671 1.102554e-262 1.837e+258 1.000000
471 x8 x20 pearson two-sided 18398 -0.196993 [-0.21, -0.18] 3.880642e-02 3.870192e-02 -0.199603 2.337919e-160 1.133e+156 1.000000
472 x8 x21 pearson two-sided 18398 0.161014 [0.15, 0.18] 2.592541e-02 2.581950e-02 0.162427 4.295455e-107 7.64e+102 1.000000
473 x8 x22 pearson two-sided 18398 0.414545 [0.4, 0.43] 1.718475e-01 1.717575e-01 0.441087 0.000000e+00 inf 1.000000
474 x8 x23 pearson two-sided 18398 0.306636 [0.29, 0.32] 9.402569e-02 9.392719e-02 0.316828 0.000000e+00 inf 1.000000
475 x8 x24 pearson two-sided 18398 -0.315257 [-0.33, -0.3] 9.938698e-02 9.928906e-02 -0.326372 0.000000e+00 inf 1.000000
476 x8 x25 pearson two-sided 18398 0.548213 [0.54, 0.56] 3.005377e-01 3.004617e-01 0.615823 0.000000e+00 inf 1.000000
477 x8 x26 pearson two-sided 18398 0.163389 [0.15, 0.18] 2.669606e-02 2.659024e-02 0.164867 2.917531e-110 1.108e+106 1.000000
478 x8 x27 pearson two-sided 18398 0.234558 [0.22, 0.25] 5.501747e-02 5.491473e-02 0.239007 2.222474e-228 9.844e+223 1.000000
479 x8 x28 pearson two-sided 18398 -0.015977 [-0.03, -0.0] 2.552519e-04 1.465544e-04 -0.015978 3.023141e-02 0.097 0.582072
480 x8 x29 pearson two-sided 18398 0.137978 [0.12, 0.15] 1.903789e-02 1.893123e-02 0.138864 7.011337e-79 5.496e+74 1.000000
481 x8 x30 pearson two-sided 18398 -0.395790 [-0.41, -0.38] 1.566497e-01 1.565580e-01 -0.418647 0.000000e+00 inf 1.000000
482 x8 x31 pearson two-sided 18398 0.002681 [-0.01, 0.02] 7.185409e-06 -1.015390e-04 0.002681 7.161827e-01 0.01 0.065275
483 x8 x32 pearson two-sided 18398 0.571946 [0.56, 0.58] 3.271223e-01 3.270492e-01 0.650410 0.000000e+00 inf 1.000000
484 x8 x33 pearson two-sided 18398 -0.371014 [-0.38, -0.36] 1.376517e-01 1.375579e-01 -0.389599 0.000000e+00 inf 1.000000
485 x8 x34 pearson two-sided 18398 -0.000807 [-0.02, 0.01] 6.506462e-07 -1.080745e-04 -0.000807 9.128830e-01 0.009 0.051371
486 x8 x35 pearson two-sided 18398 -0.071814 [-0.09, -0.06] 5.157240e-03 5.049075e-03 -0.071938 1.795964e-22 4.15e+18 1.000000
487 x8 x36 pearson two-sided 18398 0.412488 [0.4, 0.42] 1.701463e-01 1.700561e-01 0.438606 0.000000e+00 inf 1.000000
488 x8 x37 pearson two-sided 18398 0.886353 [0.88, 0.89] 7.856208e-01 7.855975e-01 1.404649 0.000000e+00 inf 1.000000
489 x8 x38 pearson two-sided 18398 0.106443 [0.09, 0.12] 1.133009e-02 1.122260e-02 0.106848 1.668923e-47 3.011e+43 1.000000
490 x8 x39 pearson two-sided 18398 0.203064 [0.19, 0.22] 4.123519e-02 4.113095e-02 0.205927 1.774871e-170 1.444e+166 1.000000
491 x8 x40 pearson two-sided 18398 0.458353 [0.45, 0.47] 2.100878e-01 2.100019e-01 0.495225 0.000000e+00 inf 1.000000
492 x8 x41 pearson two-sided 18398 -0.004250 [-0.02, 0.01] 1.806017e-05 -9.066307e-05 -0.004250 5.643496e-01 0.011 0.088845
493 x8 x42 pearson two-sided 18398 0.119216 [0.1, 0.13] 1.421237e-02 1.410519e-02 0.119785 3.243516e-59 1.381e+55 1.000000
494 x8 x43 pearson two-sided 18398 0.044569 [0.03, 0.06] 1.986421e-03 1.877912e-03 0.044599 1.467118e-09 8.086e+05 0.999978
495 x8 x44 pearson two-sided 18398 -0.233248 [-0.25, -0.22] 5.440449e-02 5.430168e-02 -0.237621 8.702566e-226 2.53e+221 1.000000
496 x8 x45 pearson two-sided 18398 -0.603910 [-0.61, -0.59] 3.647074e-01 3.646383e-01 -0.699279 0.000000e+00 inf 1.000000
497 x8 x46 pearson two-sided 18398 -0.127520 [-0.14, -0.11] 1.626127e-02 1.615431e-02 -0.128218 1.481476e-67 2.821e+63 1.000000
498 x8 x47 pearson two-sided 18398 0.358280 [0.35, 0.37] 1.283645e-01 1.282698e-01 0.374911 0.000000e+00 inf 1.000000
499 x8 x48 pearson two-sided 18398 -0.004529 [-0.02, 0.01] 2.051478e-05 -8.820819e-05 -0.004529 5.390069e-01 0.011 0.094230
500 x8 x49 pearson two-sided 18398 -0.300584 [-0.31, -0.29] 9.035068e-02 9.025178e-02 -0.310161 0.000000e+00 inf 1.000000
501 x8 x50 pearson two-sided 18398 -0.082903 [-0.1, -0.07] 6.872884e-03 6.764906e-03 -0.083094 1.986885e-29 3.252e+25 1.000000
502 x8 x51 pearson two-sided 18398 0.565467 [0.56, 0.58] 3.197533e-01 3.196793e-01 0.640834 0.000000e+00 inf 1.000000
503 x8 x52 pearson two-sided 18398 -0.060182 [-0.07, -0.05] 3.621932e-03 3.513601e-03 -0.060255 3.084980e-16 2.875e+12 1.000000
504 x8 x53 pearson two-sided 18398 0.091949 [0.08, 0.11] 8.454637e-03 8.346831e-03 0.092210 7.699885e-36 7.565e+31 1.000000
505 x8 x54 pearson two-sided 18398 0.274620 [0.26, 0.29] 7.541636e-02 7.531584e-02 0.281854 1.269759e-315 inf 1.000000
506 x8 x55 pearson two-sided 18398 0.368858 [0.36, 0.38] 1.360563e-01 1.359623e-01 0.387101 0.000000e+00 inf 1.000000
507 x8 x56 pearson two-sided 18398 -0.195720 [-0.21, -0.18] 3.830615e-02 3.820159e-02 -0.198278 2.819490e-158 9.46e+153 1.000000
508 x8 x57 pearson two-sided 18398 -0.114469 [-0.13, -0.1] 1.310306e-02 1.299576e-02 -0.114973 1.049939e-54 4.445e+50 1.000000
509 x8 x58 pearson two-sided 18398 -0.133213 [-0.15, -0.12] 1.774569e-02 1.763889e-02 -0.134009 1.316907e-73 3.034e+69 1.000000
510 x8 x59 pearson two-sided 18398 0.565666 [0.56, 0.58] 3.199778e-01 3.199039e-01 0.641126 0.000000e+00 inf 1.000000
511 x8 x60 pearson two-sided 18398 -0.135426 [-0.15, -0.12] 1.834032e-02 1.823359e-02 -0.136264 4.937087e-76 7.957e+71 1.000000
512 x8 x61 pearson two-sided 18398 0.022360 [0.01, 0.04] 4.999617e-04 3.912909e-04 0.022364 2.421017e-03 0.919 0.858418
513 x9 x10 pearson two-sided 18398 0.542568 [0.53, 0.55] 2.943796e-01 2.943029e-01 0.607787 0.000000e+00 inf 1.000000
514 x9 x11 pearson two-sided 18398 0.071504 [0.06, 0.09] 5.112778e-03 5.004609e-03 0.071626 2.720611e-22 2.751e+18 1.000000
515 x9 x12 pearson two-sided 18398 0.055884 [0.04, 0.07] 3.123005e-03 3.014620e-03 0.055942 3.313206e-14 2.878e+10 1.000000
516 x9 x13 pearson two-sided 18398 -0.024594 [-0.04, -0.01] 6.048451e-04 4.961856e-04 -0.024599 8.495203e-04 2.411 0.915648
517 x9 x14 pearson two-sided 18398 -0.028755 [-0.04, -0.01] 8.268238e-04 7.181885e-04 -0.028762 9.588103e-05 18.601 0.973879
518 x9 x15 pearson two-sided 18398 -0.023216 [-0.04, -0.01] 5.389644e-04 4.302978e-04 -0.023220 1.637420e-03 1.315 0.882853
519 x9 x16 pearson two-sided 18398 0.050853 [0.04, 0.07] 2.585977e-03 2.477533e-03 0.050896 5.142335e-12 2.032e+08 1.000000
520 x9 x17 pearson two-sided 18398 0.010656 [-0.0, 0.03] 1.135505e-04 4.837642e-06 0.010656 1.483693e-01 0.026 0.303739
521 x9 x18 pearson two-sided 18398 -0.007427 [-0.02, 0.01] 5.515414e-05 -5.356506e-05 -0.007427 3.137995e-01 0.015 0.171881
522 x9 x19 pearson two-sided 18398 -0.019308 [-0.03, -0.0] 3.728132e-04 2.641285e-04 -0.019311 8.817796e-03 0.285 0.745114
523 x9 x20 pearson two-sided 18398 -0.027086 [-0.04, -0.01] 7.336462e-04 6.250008e-04 -0.027093 2.384691e-04 7.89 0.956794
524 x9 x21 pearson two-sided 18398 -0.004687 [-0.02, 0.01] 2.197042e-05 -8.675239e-05 -0.004687 5.249480e-01 0.011 0.097434
525 x9 x22 pearson two-sided 18398 0.021387 [0.01, 0.04] 4.573916e-04 3.487161e-04 0.021390 3.719593e-03 0.621 0.826697
526 x9 x23 pearson two-sided 18398 0.056163 [0.04, 0.07] 3.154230e-03 3.045848e-03 0.056222 2.471904e-14 3.839e+10 1.000000
527 x9 x24 pearson two-sided 18398 0.019213 [0.0, 0.03] 3.691326e-04 2.604476e-04 0.019215 9.158611e-03 0.276 0.740934
528 x9 x25 pearson two-sided 18398 0.070502 [0.06, 0.08] 4.970568e-03 4.862383e-03 0.070619 1.027124e-21 7.39e+17 1.000000
529 x9 x26 pearson two-sided 18398 -0.041577 [-0.06, -0.03] 1.728631e-03 1.620093e-03 -0.041601 1.685734e-08 7.519e+04 0.999884
530 x9 x27 pearson two-sided 18398 -0.045966 [-0.06, -0.03] 2.112908e-03 2.004413e-03 -0.045999 4.440014e-10 2.594e+06 0.999991
531 x9 x28 pearson two-sided 18398 -0.014430 [-0.03, 0.0] 2.082249e-04 9.952236e-05 -0.014431 5.031890e-02 0.063 0.498980
532 x9 x29 pearson two-sided 18398 -0.052314 [-0.07, -0.04] 2.736782e-03 2.628354e-03 -0.052362 1.245352e-12 8.164e+08 1.000000
533 x9 x30 pearson two-sided 18398 -0.010673 [-0.03, 0.0] 1.139078e-04 5.195003e-06 -0.010673 1.477324e-01 0.026 0.304531
534 x9 x31 pearson two-sided 18398 -0.006966 [-0.02, 0.01] 4.852069e-05 -6.019923e-05 -0.006966 3.447780e-01 0.014 0.156846
535 x9 x32 pearson two-sided 18398 0.070847 [0.06, 0.09] 5.019277e-03 4.911098e-03 0.070966 6.516232e-22 1.159e+18 1.000000
536 x9 x33 pearson two-sided 18398 -0.022835 [-0.04, -0.01] 5.214144e-04 4.127459e-04 -0.022838 1.951951e-03 1.119 0.872367
537 x9 x34 pearson two-sided 18398 -0.060286 [-0.07, -0.05] 3.634352e-03 3.526022e-03 -0.060359 2.746223e-16 3.225e+12 1.000000
538 x9 x35 pearson two-sided 18398 -0.058899 [-0.07, -0.04] 3.469137e-03 3.360789e-03 -0.058968 1.290862e-15 7.018e+11 1.000000
539 x9 x36 pearson two-sided 18398 0.090696 [0.08, 0.11] 8.225767e-03 8.117936e-03 0.090946 6.520938e-35 9.056e+30 1.000000
540 x9 x37 pearson two-sided 18398 0.025360 [0.01, 0.04] 6.431411e-04 5.344859e-04 0.025366 5.813679e-04 3.43 0.930620
541 x9 x38 pearson two-sided 18398 0.672127 [0.66, 0.68] 4.517544e-01 4.516948e-01 0.814612 0.000000e+00 inf 1.000000
542 x9 x39 pearson two-sided 18398 0.391467 [0.38, 0.4] 1.532464e-01 1.531543e-01 0.413531 0.000000e+00 inf 1.000000
543 x9 x40 pearson two-sided 18398 0.029370 [0.01, 0.04] 8.625801e-04 7.539487e-04 0.029378 6.768669e-05 25.851 0.978548
544 x9 x41 pearson two-sided 18398 0.003476 [-0.01, 0.02] 1.208413e-05 -9.663975e-05 0.003476 6.372968e-01 0.01 0.075831
545 x9 x42 pearson two-sided 18398 0.046708 [0.03, 0.06] 2.181599e-03 2.073111e-03 0.046742 2.321471e-10 4.886e+06 0.999994
546 x9 x43 pearson two-sided 18398 -0.013710 [-0.03, 0.0] 1.879693e-04 7.926457e-05 -0.013711 6.294204e-02 0.052 0.460113
547 x9 x44 pearson two-sided 18398 -0.031980 [-0.05, -0.02] 1.022718e-03 9.141038e-04 -0.031991 1.434246e-05 112.903 0.991320
548 x9 x45 pearson two-sided 18398 -0.064751 [-0.08, -0.05] 4.192730e-03 4.084461e-03 -0.064842 1.476483e-18 5.591e+14 1.000000
549 x9 x46 pearson two-sided 18398 0.036185 [0.02, 0.05] 1.309362e-03 1.200779e-03 0.036201 9.135854e-07 1581.088 0.998411
550 x9 x47 pearson two-sided 18398 0.004280 [-0.01, 0.02] 1.831501e-05 -9.040820e-05 0.004280 5.616143e-01 0.011 0.089404
551 x9 x48 pearson two-sided 18398 0.040541 [0.03, 0.05] 1.643581e-03 1.535035e-03 0.040563 3.779598e-08 3.435e+04 0.999801
552 x9 x49 pearson two-sided 18398 -0.012327 [-0.03, 0.0] 1.519637e-04 4.325505e-05 -0.012328 9.451978e-02 0.037 0.386851
553 x9 x50 pearson two-sided 18398 -0.067831 [-0.08, -0.05] 4.601001e-03 4.492776e-03 -0.067935 3.246579e-20 2.429e+16 1.000000
554 x9 x51 pearson two-sided 18398 0.071531 [0.06, 0.09] 5.116620e-03 5.008451e-03 0.071653 2.624706e-22 2.851e+18 1.000000
555 x9 x52 pearson two-sided 18398 -0.052215 [-0.07, -0.04] 2.726397e-03 2.617968e-03 -0.052262 1.373046e-12 7.419e+08 1.000000
556 x9 x53 pearson two-sided 18398 -0.030017 [-0.04, -0.02] 9.010274e-04 7.924002e-04 -0.030026 4.658321e-05 36.828 0.982679
557 x9 x54 pearson two-sided 18398 -0.022823 [-0.04, -0.01] 5.208974e-04 4.122289e-04 -0.022827 1.962092e-03 1.114 0.872046
558 x9 x55 pearson two-sided 18398 -0.025229 [-0.04, -0.01] 6.365233e-04 5.278674e-04 -0.025235 6.206854e-04 3.228 0.928221
559 x9 x56 pearson two-sided 18398 -0.037811 [-0.05, -0.02] 1.429649e-03 1.321079e-03 -0.037829 2.895879e-07 4787.055 0.999240
560 x9 x57 pearson two-sided 18398 -0.057861 [-0.07, -0.04] 3.347923e-03 3.239562e-03 -0.057926 4.020067e-15 2.293e+11 1.000000
561 x9 x58 pearson two-sided 18398 -0.083696 [-0.1, -0.07] 7.005053e-03 6.897089e-03 -0.083892 5.786887e-30 1.106e+26 1.000000
562 x9 x59 pearson two-sided 18398 0.073609 [0.06, 0.09] 5.418335e-03 5.310199e-03 0.073743 1.567682e-23 4.639e+19 1.000000
563 x9 x60 pearson two-sided 18398 -0.012289 [-0.03, 0.0] 1.510222e-04 4.231346e-05 -0.012290 9.554720e-02 0.037 0.384869
564 x9 x61 pearson two-sided 18398 0.043198 [0.03, 0.06] 1.866060e-03 1.757538e-03 0.043225 4.582354e-09 2.667e+05 0.999952
565 x10 x11 pearson two-sided 18398 0.066688 [0.05, 0.08] 4.447342e-03 4.339100e-03 0.066788 1.365326e-19 5.873e+15 1.000000
566 x10 x12 pearson two-sided 18398 0.099019 [0.08, 0.11] 9.804788e-03 9.697129e-03 0.099345 2.580016e-41 2.095e+37 1.000000
567 x10 x13 pearson two-sided 18398 -0.062623 [-0.08, -0.05] 3.921639e-03 3.813340e-03 -0.062705 1.865092e-17 4.574e+13 1.000000
568 x10 x14 pearson two-sided 18398 -0.022525 [-0.04, -0.01] 5.073914e-04 3.987214e-04 -0.022529 2.246847e-03 0.984 0.863395
569 x10 x15 pearson two-sided 18398 -0.093917 [-0.11, -0.08] 8.820471e-03 8.712705e-03 -0.094195 2.530984e-37 2.253e+33 1.000000
570 x10 x16 pearson two-sided 18398 0.088430 [0.07, 0.1] 7.819829e-03 7.711954e-03 0.088661 2.883004e-33 2.101e+29 1.000000
571 x10 x17 pearson two-sided 18398 0.059632 [0.05, 0.07] 3.555969e-03 3.447631e-03 0.059703 5.722389e-16 1.564e+12 1.000000
572 x10 x18 pearson two-sided 18398 0.027847 [0.01, 0.04] 7.754795e-04 6.668386e-04 0.027855 1.582960e-04 11.596 0.965468
573 x10 x19 pearson two-sided 18398 -0.012200 [-0.03, 0.0] 1.488299e-04 4.012087e-05 -0.012200 9.798710e-02 0.036 0.380243
574 x10 x20 pearson two-sided 18398 -0.036890 [-0.05, -0.02] 1.360888e-03 1.252311e-03 -0.036907 5.582606e-07 2541.2 0.998840
575 x10 x21 pearson two-sided 18398 0.001452 [-0.01, 0.02] 2.106900e-06 -1.066181e-04 0.001452 8.439298e-01 0.009 0.054451
576 x10 x22 pearson two-sided 18398 0.047392 [0.03, 0.06] 2.245999e-03 2.137518e-03 0.047427 1.264448e-10 8.846e+06 0.999996
577 x10 x23 pearson two-sided 18398 0.041261 [0.03, 0.06] 1.702498e-03 1.593958e-03 0.041285 2.160152e-08 5.91e+04 0.999863
578 x10 x24 pearson two-sided 18398 -0.026468 [-0.04, -0.01] 7.005767e-04 5.919277e-04 -0.026475 3.299939e-04 5.82 0.948537
579 x10 x25 pearson two-sided 18398 0.085552 [0.07, 0.1] 7.319095e-03 7.211166e-03 0.085761 3.086906e-31 2.028e+27 1.000000
580 x10 x26 pearson two-sided 18398 -0.001558 [-0.02, 0.01] 2.426208e-06 -1.062987e-04 -0.001558 8.326833e-01 0.009 0.055128
581 x10 x27 pearson two-sided 18398 0.011731 [-0.0, 0.03] 1.376232e-04 2.891294e-05 0.011732 1.115714e-01 0.033 0.356344
582 x10 x28 pearson two-sided 18398 -0.007267 [-0.02, 0.01] 5.280681e-05 -5.591264e-05 -0.007267 3.243230e-01 0.015 0.166555
583 x10 x29 pearson two-sided 18398 -0.032064 [-0.05, -0.02] 1.028069e-03 9.194560e-04 -0.032075 1.362032e-05 118.605 0.991584
584 x10 x30 pearson two-sided 18398 -0.057846 [-0.07, -0.04] 3.346185e-03 3.237824e-03 -0.057911 4.086098e-15 2.257e+11 1.000000
585 x10 x31 pearson two-sided 18398 -0.010724 [-0.03, 0.0] 1.150059e-04 6.293200e-06 -0.010724 1.457942e-01 0.027 0.306962
586 x10 x32 pearson two-sided 18398 0.087334 [0.07, 0.1] 7.627212e-03 7.519316e-03 0.087557 1.740258e-32 3.525e+28 1.000000
587 x10 x33 pearson two-sided 18398 -0.044012 [-0.06, -0.03] 1.937098e-03 1.828584e-03 -0.044041 2.339221e-09 5.133e+05 0.999970
588 x10 x34 pearson two-sided 18398 -0.079038 [-0.09, -0.06] 6.247022e-03 6.138976e-03 -0.079203 6.841910e-27 9.904e+22 1.000000
589 x10 x35 pearson two-sided 18398 -0.031942 [-0.05, -0.02] 1.020290e-03 9.116755e-04 -0.031953 1.468266e-05 110.407 0.991198
590 x10 x36 pearson two-sided 18398 0.051522 [0.04, 0.07] 2.654558e-03 2.546122e-03 0.051568 2.697826e-12 3.825e+08 1.000000
591 x10 x37 pearson two-sided 18398 0.106957 [0.09, 0.12] 1.143972e-02 1.133224e-02 0.107367 5.989306e-48 8.349e+43 1.000000
592 x10 x38 pearson two-sided 18398 0.363659 [0.35, 0.38] 1.322479e-01 1.321535e-01 0.381096 0.000000e+00 inf 1.000000
593 x10 x39 pearson two-sided 18398 0.726238 [0.72, 0.73] 5.274223e-01 5.273709e-01 0.920721 0.000000e+00 inf 1.000000
594 x10 x40 pearson two-sided 18398 0.049279 [0.03, 0.06] 2.428425e-03 2.319964e-03 0.049319 2.265783e-11 4.754e+07 0.999999
595 x10 x41 pearson two-sided 18398 0.019976 [0.01, 0.03] 3.990364e-04 2.903546e-04 0.019979 6.736414e-03 0.363 0.773301
596 x10 x42 pearson two-sided 18398 0.109352 [0.1, 0.12] 1.195781e-02 1.185038e-02 0.109791 4.718246e-50 1.036e+46 1.000000
597 x10 x43 pearson two-sided 18398 -0.020162 [-0.03, -0.01] 4.064934e-04 2.978124e-04 -0.020164 6.241682e-03 0.389 0.780821
598 x10 x44 pearson two-sided 18398 -0.046746 [-0.06, -0.03] 2.185234e-03 2.076747e-03 -0.046781 2.243187e-10 5.052e+06 0.999994
599 x10 x45 pearson two-sided 18398 -0.095585 [-0.11, -0.08] 9.136423e-03 9.028691e-03 -0.095877 1.324910e-38 4.228e+34 1.000000
600 x10 x46 pearson two-sided 18398 -0.044598 [-0.06, -0.03] 1.988940e-03 1.880432e-03 -0.044627 1.432579e-09 8.276e+05 0.999979
601 x10 x47 pearson two-sided 18398 0.027651 [0.01, 0.04] 7.645897e-04 6.559476e-04 0.027658 1.760943e-04 10.49 0.963383
602 x10 x48 pearson two-sided 18398 0.003673 [-0.01, 0.02] 1.349357e-05 -9.523016e-05 0.003673 6.183293e-01 0.01 0.078887
603 x10 x49 pearson two-sided 18398 -0.051403 [-0.07, -0.04] 2.642302e-03 2.533864e-03 -0.051449 3.027421e-12 3.416e+08 1.000000
604 x10 x50 pearson two-sided 18398 -0.021097 [-0.04, -0.01] 4.450934e-04 3.364166e-04 -0.021100 4.213265e-03 0.554 0.816448
605 x10 x51 pearson two-sided 18398 0.085876 [0.07, 0.1] 7.374758e-03 7.266835e-03 0.086088 1.836127e-31 3.397e+27 1.000000
606 x10 x52 pearson two-sided 18398 -0.011916 [-0.03, 0.0] 1.419826e-04 3.327285e-05 -0.011916 1.060562e-01 0.034 0.365690
607 x10 x53 pearson two-sided 18398 -0.004083 [-0.02, 0.01] 1.667036e-05 -9.205303e-05 -0.004083 5.797357e-01 0.011 0.085806
608 x10 x54 pearson two-sided 18398 0.014932 [0.0, 0.03] 2.229663e-04 1.142653e-04 0.014933 4.283167e-02 0.072 0.526122
609 x10 x55 pearson two-sided 18398 0.051552 [0.04, 0.07] 2.657646e-03 2.549210e-03 0.051598 2.620614e-12 3.935e+08 1.000000
610 x10 x56 pearson two-sided 18398 -0.066831 [-0.08, -0.05] 4.466367e-03 4.358127e-03 -0.066931 1.142856e-19 7.002e+15 1.000000
611 x10 x57 pearson two-sided 18398 -0.033268 [-0.05, -0.02] 1.106792e-03 9.981874e-04 -0.033281 6.378008e-06 244.835 0.994675
612 x10 x58 pearson two-sided 18398 -0.025720 [-0.04, -0.01] 6.615170e-04 5.528637e-04 -0.025726 4.848725e-04 4.062 0.936898
613 x10 x59 pearson two-sided 18398 0.089203 [0.07, 0.1] 7.957152e-03 7.849292e-03 0.089441 8.001968e-34 7.504e+29 1.000000
614 x10 x60 pearson two-sided 18398 -0.009475 [-0.02, 0.0] 8.977338e-05 -1.894206e-05 -0.009475 1.987549e-01 0.021 0.250477
615 x10 x61 pearson two-sided 18398 0.008585 [-0.01, 0.02] 7.370265e-05 -3.501453e-05 0.008585 2.442585e-01 0.018 0.214041
616 x11 x12 pearson two-sided 18398 0.817429 [0.81, 0.82] 6.681906e-01 6.681546e-01 1.149020 0.000000e+00 inf 1.000000
617 x11 x13 pearson two-sided 18398 0.089303 [0.07, 0.1] 7.975028e-03 7.867170e-03 0.089542 6.772272e-34 8.857e+29 1.000000
618 x11 x14 pearson two-sided 18398 0.093666 [0.08, 0.11] 8.773314e-03 8.665542e-03 0.093941 3.930857e-37 1.455e+33 1.000000
619 x11 x15 pearson two-sided 18398 -0.012536 [-0.03, 0.0] 1.571522e-04 4.844408e-05 -0.012537 8.906897e-02 0.039 0.397713
620 x11 x16 pearson two-sided 18398 0.732453 [0.73, 0.74] 5.364879e-01 5.364375e-01 0.934000 0.000000e+00 inf 1.000000
621 x11 x17 pearson two-sided 18398 0.022670 [0.01, 0.04] 5.139129e-04 4.052436e-04 0.022674 2.104463e-03 1.044 0.867635
622 x11 x18 pearson two-sided 18398 -0.000548 [-0.01, 0.01] 3.003673e-07 -1.084248e-04 -0.000548 9.407454e-01 0.009 0.050632
623 x11 x19 pearson two-sided 18398 0.032679 [0.02, 0.05] 1.067902e-03 9.592932e-04 0.032690 9.275572e-06 171.147 0.993317
624 x11 x20 pearson two-sided 18398 -0.033715 [-0.05, -0.02] 1.136697e-03 1.028095e-03 -0.033728 4.783683e-06 322.443 0.995533
625 x11 x21 pearson two-sided 18398 -0.027837 [-0.04, -0.01] 7.748881e-04 6.662472e-04 -0.027844 1.592143e-04 11.533 0.965358
626 x11 x22 pearson two-sided 18398 0.005157 [-0.01, 0.02] 2.659425e-05 -8.212806e-05 0.005157 4.842750e-01 0.012 0.107655
627 x11 x23 pearson two-sided 18398 -0.099146 [-0.11, -0.08] 9.829921e-03 9.722264e-03 -0.099473 2.040238e-41 2.646e+37 1.000000
628 x11 x24 pearson two-sided 18398 -0.189662 [-0.2, -0.18] 3.597166e-02 3.586685e-02 -0.191987 1.409090e-148 1.958e+144 1.000000
629 x11 x25 pearson two-sided 18398 0.776545 [0.77, 0.78] 6.030224e-01 6.029792e-01 1.036608 0.000000e+00 inf 1.000000
630 x11 x26 pearson two-sided 18398 0.066843 [0.05, 0.08] 4.467995e-03 4.359756e-03 0.066943 1.125591e-19 7.108e+15 1.000000
631 x11 x27 pearson two-sided 18398 0.072911 [0.06, 0.09] 5.316078e-03 5.207931e-03 0.073041 4.073791e-23 1.802e+19 1.000000
632 x11 x28 pearson two-sided 18398 -0.209831 [-0.22, -0.2] 4.402925e-02 4.392531e-02 -0.212995 3.772888e-182 6.556e+177 1.000000
633 x11 x29 pearson two-sided 18398 -0.085556 [-0.1, -0.07] 7.319867e-03 7.211937e-03 -0.085766 3.064768e-31 2.043e+27 1.000000
634 x11 x30 pearson two-sided 18398 -0.013986 [-0.03, 0.0] 1.955980e-04 8.689410e-05 -0.013987 5.783258e-02 0.056 0.474961
635 x11 x31 pearson two-sided 18398 0.015851 [0.0, 0.03] 2.512471e-04 1.425492e-04 0.015852 3.155712e-02 0.093 0.575396
636 x11 x32 pearson two-sided 18398 0.787532 [0.78, 0.79] 6.202065e-01 6.201652e-01 1.064900 0.000000e+00 inf 1.000000
637 x11 x33 pearson two-sided 18398 -0.039643 [-0.05, -0.03] 1.571580e-03 1.463026e-03 -0.039664 7.493528e-08 1.769e+04 0.999687
638 x11 x34 pearson two-sided 18398 -0.043595 [-0.06, -0.03] 1.900552e-03 1.792033e-03 -0.043623 3.305754e-09 3.665e+05 0.999962
639 x11 x35 pearson two-sided 18398 0.109257 [0.09, 0.12] 1.193703e-02 1.182961e-02 0.109695 5.729788e-50 8.541e+45 1.000000
640 x11 x36 pearson two-sided 18398 0.132588 [0.12, 0.15] 1.757952e-02 1.747270e-02 0.133373 6.270835e-73 6.403e+68 1.000000
641 x11 x37 pearson two-sided 18398 0.506545 [0.5, 0.52] 2.565875e-01 2.565066e-01 0.558071 0.000000e+00 inf 1.000000
642 x11 x38 pearson two-sided 18398 0.069158 [0.05, 0.08] 4.782831e-03 4.674625e-03 0.069269 5.935051e-21 1.304e+17 1.000000
643 x11 x39 pearson two-sided 18398 0.085716 [0.07, 0.1] 7.347276e-03 7.239349e-03 0.085927 2.373012e-31 2.634e+27 1.000000
644 x11 x40 pearson two-sided 18398 0.458848 [0.45, 0.47] 2.105413e-01 2.104555e-01 0.495851 0.000000e+00 inf 1.000000
645 x11 x41 pearson two-sided 18398 -0.002052 [-0.02, 0.01] 4.210766e-06 -1.045140e-04 -0.002052 7.807705e-01 0.01 0.058919
646 x11 x42 pearson two-sided 18398 0.005858 [-0.01, 0.02] 3.431685e-05 -7.440462e-05 0.005858 4.268839e-01 0.013 0.124863
647 x11 x43 pearson two-sided 18398 -0.015627 [-0.03, -0.0] 2.442142e-04 1.355155e-04 -0.015629 3.403410e-02 0.087 0.563491
648 x11 x44 pearson two-sided 18398 0.070367 [0.06, 0.08] 4.951561e-03 4.843374e-03 0.070484 1.226713e-21 6.199e+17 1.000000
649 x11 x45 pearson two-sided 18398 -0.782686 [-0.79, -0.78] 6.125969e-01 6.125548e-01 -1.052266 0.000000e+00 inf 1.000000
650 x11 x46 pearson two-sided 18398 -0.046691 [-0.06, -0.03] 2.180061e-03 2.071573e-03 -0.046725 2.355411e-10 4.817e+06 0.999994
651 x11 x47 pearson two-sided 18398 0.126607 [0.11, 0.14] 1.602928e-02 1.592230e-02 0.127290 1.305351e-66 3.226e+62 1.000000
652 x11 x48 pearson two-sided 18398 0.052117 [0.04, 0.07] 2.716161e-03 2.607731e-03 0.052164 1.511723e-12 6.751e+08 1.000000
653 x11 x49 pearson two-sided 18398 0.027024 [0.01, 0.04] 7.302748e-04 6.216290e-04 0.027030 2.464892e-04 7.649 0.956013
654 x11 x50 pearson two-sided 18398 0.245258 [0.23, 0.26] 6.015163e-02 6.004945e-02 0.250361 3.674017e-250 5.665e+245 1.000000
655 x11 x51 pearson two-sided 18398 0.775583 [0.77, 0.78] 6.015283e-01 6.014850e-01 1.034188 0.000000e+00 inf 1.000000
656 x11 x52 pearson two-sided 18398 0.253982 [0.24, 0.27] 6.450678e-02 6.440506e-02 0.259665 9.914954e-269 2.018e+264 1.000000
657 x11 x53 pearson two-sided 18398 0.053239 [0.04, 0.07] 2.834427e-03 2.726010e-03 0.053290 4.975114e-13 2.009e+09 1.000000
658 x11 x54 pearson two-sided 18398 -0.096338 [-0.11, -0.08] 9.280961e-03 9.173245e-03 -0.096637 3.436176e-39 1.617e+35 1.000000
659 x11 x55 pearson two-sided 18398 0.177661 [0.16, 0.19] 3.156356e-02 3.145827e-02 0.179567 2.520278e-130 1.174e+126 1.000000
660 x11 x56 pearson two-sided 18398 0.124744 [0.11, 0.14] 1.556102e-02 1.545399e-02 0.125397 1.053592e-64 4.058e+60 1.000000
661 x11 x57 pearson two-sided 18398 0.230329 [0.22, 0.24] 5.305155e-02 5.294860e-02 0.234537 4.533579e-220 4.925e+215 1.000000
662 x11 x58 pearson two-sided 18398 0.088395 [0.07, 0.1] 7.813690e-03 7.705815e-03 0.088626 3.053019e-33 1.985e+29 1.000000
663 x11 x59 pearson two-sided 18398 0.771995 [0.77, 0.78] 5.959766e-01 5.959326e-01 1.025247 0.000000e+00 inf 1.000000
664 x11 x60 pearson two-sided 18398 0.016753 [0.0, 0.03] 2.806588e-04 1.719641e-04 0.016754 2.306525e-02 0.122 0.622668
665 x11 x61 pearson two-sided 18398 -0.007223 [-0.02, 0.01] 5.217685e-05 -5.654268e-05 -0.007223 3.272261e-01 0.015 0.165127
666 x12 x13 pearson two-sided 18398 0.025123 [0.01, 0.04] 6.311837e-04 5.225271e-04 0.025129 6.543594e-04 3.073 0.926230
667 x12 x14 pearson two-sided 18398 0.061718 [0.05, 0.08] 3.809112e-03 3.700801e-03 0.061797 5.346929e-17 1.618e+13 1.000000
668 x12 x15 pearson two-sided 18398 -0.012749 [-0.03, 0.0] 1.625423e-04 5.383478e-05 -0.012750 8.376516e-02 0.041 0.408895
669 x12 x16 pearson two-sided 18398 0.897146 [0.89, 0.9] 8.048718e-01 8.048505e-01 1.457400 0.000000e+00 inf 1.000000
670 x12 x17 pearson two-sided 18398 0.077708 [0.06, 0.09] 6.038562e-03 5.930493e-03 0.077865 4.789549e-26 1.439e+22 1.000000
671 x12 x18 pearson two-sided 18398 0.040785 [0.03, 0.06] 1.663454e-03 1.554910e-03 0.040808 3.129456e-08 4.125e+04 0.999825
672 x12 x19 pearson two-sided 18398 0.004293 [-0.01, 0.02] 1.842632e-05 -9.029687e-05 0.004293 5.604275e-01 0.011 0.089647
673 x12 x20 pearson two-sided 18398 -0.043410 [-0.06, -0.03] 1.884444e-03 1.775924e-03 -0.043437 3.850282e-09 3.16e+05 0.999958
674 x12 x21 pearson two-sided 18398 -0.005710 [-0.02, 0.01] 3.260335e-05 -7.611830e-05 -0.005710 4.386678e-01 0.012 0.121032
675 x12 x22 pearson two-sided 18398 0.060692 [0.05, 0.08] 3.683540e-03 3.575215e-03 0.060767 1.732559e-16 5.078e+12 1.000000
676 x12 x23 pearson two-sided 18398 0.010217 [-0.0, 0.02] 1.043958e-04 -4.318058e-06 0.010218 1.658001e-01 0.024 0.283355
677 x12 x24 pearson two-sided 18398 -0.227254 [-0.24, -0.21] 5.164450e-02 5.154138e-02 -0.231292 3.921434e-214 5.779e+209 1.000000
678 x12 x25 pearson two-sided 18398 0.891421 [0.89, 0.89] 7.946318e-01 7.946094e-01 1.428804 0.000000e+00 inf 1.000000
679 x12 x26 pearson two-sided 18398 0.151912 [0.14, 0.17] 2.307730e-02 2.297109e-02 0.153097 2.094641e-95 1.665e+91 1.000000
680 x12 x27 pearson two-sided 18398 0.176538 [0.16, 0.19] 3.116555e-02 3.106021e-02 0.178407 1.110680e-128 2.681e+124 1.000000
681 x12 x28 pearson two-sided 18398 -0.066725 [-0.08, -0.05] 4.452195e-03 4.343954e-03 -0.066824 1.304757e-19 6.143e+15 1.000000
682 x12 x29 pearson two-sided 18398 0.025803 [0.01, 0.04] 6.657915e-04 5.571387e-04 0.025809 4.648478e-04 4.225 0.938281
683 x12 x30 pearson two-sided 18398 -0.050795 [-0.07, -0.04] 2.580121e-03 2.471676e-03 -0.050839 5.433622e-12 1.925e+08 1.000000
684 x12 x31 pearson two-sided 18398 0.011190 [-0.0, 0.03] 1.252150e-04 1.650344e-05 0.011190 1.290798e-01 0.029 0.329427
685 x12 x32 pearson two-sided 18398 0.904498 [0.9, 0.91] 8.181161e-01 8.180963e-01 1.496412 0.000000e+00 inf 1.000000
686 x12 x33 pearson two-sided 18398 -0.094366 [-0.11, -0.08] 8.904898e-03 8.797141e-03 -0.094647 1.150728e-37 4.932e+33 1.000000
687 x12 x34 pearson two-sided 18398 0.001383 [-0.01, 0.02] 1.912699e-06 -1.068123e-04 0.001383 8.512084e-01 0.009 0.054039
688 x12 x35 pearson two-sided 18398 0.093542 [0.08, 0.11] 8.750109e-03 8.642335e-03 0.093816 4.881679e-37 1.173e+33 1.000000
689 x12 x36 pearson two-sided 18398 0.371681 [0.36, 0.38] 1.381467e-01 1.380530e-01 0.390372 0.000000e+00 inf 1.000000
690 x12 x37 pearson two-sided 18398 0.698364 [0.69, 0.71] 4.877126e-01 4.876569e-01 0.864100 0.000000e+00 inf 1.000000
691 x12 x38 pearson two-sided 18398 0.061295 [0.05, 0.08] 3.757064e-03 3.648747e-03 0.061372 8.703947e-17 1.001e+13 1.000000
692 x12 x39 pearson two-sided 18398 0.107327 [0.09, 0.12] 1.151916e-02 1.141169e-02 0.107742 2.850187e-48 1.748e+44 1.000000
693 x12 x40 pearson two-sided 18398 0.613518 [0.6, 0.62] 3.764048e-01 3.763370e-01 0.714544 0.000000e+00 inf 1.000000
694 x12 x41 pearson two-sided 18398 -0.005380 [-0.02, 0.01] 2.894081e-05 -7.978124e-05 -0.005380 4.656044e-01 0.012 0.112867
695 x12 x42 pearson two-sided 18398 0.048908 [0.03, 0.06] 2.391968e-03 2.283503e-03 0.048947 3.194149e-11 3.397e+07 0.999999
696 x12 x43 pearson two-sided 18398 0.001433 [-0.01, 0.02] 2.054079e-06 -1.066709e-04 0.001433 8.458738e-01 0.009 0.054339
697 x12 x44 pearson two-sided 18398 0.058067 [0.04, 0.07] 3.371794e-03 3.263435e-03 0.058133 3.214111e-15 2.858e+11 1.000000
698 x12 x45 pearson two-sided 18398 -0.904930 [-0.91, -0.9] 8.188987e-01 8.188790e-01 -1.498795 0.000000e+00 inf 1.000000
699 x12 x46 pearson two-sided 18398 -0.042079 [-0.06, -0.03] 1.770674e-03 1.662141e-03 -0.042104 1.131392e-08 1.108e+05 0.999912
700 x12 x47 pearson two-sided 18398 0.200917 [0.19, 0.21] 4.036780e-02 4.026346e-02 0.203688 7.346422e-167 3.529e+162 1.000000
701 x12 x48 pearson two-sided 18398 0.006030 [-0.01, 0.02] 3.635739e-05 -7.236385e-05 0.006030 4.134617e-01 0.013 0.129434
702 x12 x49 pearson two-sided 18398 -0.010144 [-0.02, 0.0] 1.029021e-04 -5.811870e-06 -0.010144 1.688601e-01 0.024 0.280013
703 x12 x50 pearson two-sided 18398 0.173666 [0.16, 0.19] 3.015976e-02 3.005432e-02 0.175444 1.575907e-124 1.923e+120 1.000000
704 x12 x51 pearson two-sided 18398 0.891246 [0.89, 0.89] 7.943192e-01 7.942968e-01 1.427951 0.000000e+00 inf 1.000000
705 x12 x52 pearson two-sided 18398 0.181924 [0.17, 0.2] 3.309627e-02 3.299114e-02 0.183972 1.158813e-136 2.489e+132 1.000000
706 x12 x53 pearson two-sided 18398 0.077997 [0.06, 0.09] 6.083501e-03 5.975438e-03 0.078156 3.148469e-26 2.181e+22 1.000000
707 x12 x54 pearson two-sided 18398 0.070831 [0.06, 0.09] 5.017030e-03 4.908850e-03 0.070950 6.654456e-22 1.135e+18 1.000000
708 x12 x55 pearson two-sided 18398 0.271276 [0.26, 0.28] 7.359078e-02 7.349005e-02 0.278241 9.742205e-308 1.904e+303 1.000000
709 x12 x56 pearson two-sided 18398 0.057479 [0.04, 0.07] 3.303840e-03 3.195474e-03 0.057542 6.077254e-15 1.527e+11 1.000000
710 x12 x57 pearson two-sided 18398 0.156241 [0.14, 0.17] 2.441120e-02 2.430513e-02 0.157531 7.094657e-101 4.774e+96 1.000000
711 x12 x58 pearson two-sided 18398 -0.062708 [-0.08, -0.05] 3.932262e-03 3.823964e-03 -0.062790 1.688603e-17 5.045e+13 1.000000
712 x12 x59 pearson two-sided 18398 0.887331 [0.88, 0.89] 7.873570e-01 7.873339e-01 1.409234 0.000000e+00 inf 1.000000
713 x12 x60 pearson two-sided 18398 -0.008074 [-0.02, 0.01] 6.519221e-05 -4.352590e-05 -0.008074 2.734652e-01 0.017 0.194690
714 x12 x61 pearson two-sided 18398 0.003718 [-0.01, 0.02] 1.382154e-05 -9.490216e-05 0.003718 6.140942e-01 0.01 0.079600
715 x13 x14 pearson two-sided 18398 0.048851 [0.03, 0.06] 2.386452e-03 2.277986e-03 0.048890 3.364528e-11 3.229e+07 0.999999
716 x13 x15 pearson two-sided 18398 -0.059287 [-0.07, -0.04] 3.514994e-03 3.406651e-03 -0.059357 8.400096e-16 1.072e+12 1.000000
717 x13 x16 pearson two-sided 18398 -0.082095 [-0.1, -0.07] 6.739670e-03 6.631677e-03 -0.082281 6.888890e-29 9.472e+24 1.000000
718 x13 x17 pearson two-sided 18398 -0.020902 [-0.04, -0.01] 4.369106e-04 3.282329e-04 -0.020905 4.578218e-03 0.514 0.809343
719 x13 x18 pearson two-sided 18398 -0.051160 [-0.07, -0.04] 2.617314e-03 2.508873e-03 -0.051204 3.829480e-12 2.713e+08 1.000000
720 x13 x19 pearson two-sided 18398 -0.002324 [-0.02, 0.01] 5.402121e-06 -1.033225e-04 -0.002324 7.525810e-01 0.01 0.061459
721 x13 x20 pearson two-sided 18398 0.106389 [0.09, 0.12] 1.131859e-02 1.121109e-02 0.106793 1.858339e-47 2.705e+43 1.000000
722 x13 x21 pearson two-sided 18398 -0.097544 [-0.11, -0.08] 9.514922e-03 9.407231e-03 -0.097856 3.866107e-40 1.42e+36 1.000000
723 x13 x22 pearson two-sided 18398 -0.057561 [-0.07, -0.04] 3.313275e-03 3.204910e-03 -0.057625 5.562818e-15 1.666e+11 1.000000
724 x13 x23 pearson two-sided 18398 -0.102253 [-0.12, -0.09] 1.045570e-02 1.034811e-02 -0.102612 5.902635e-44 8.866e+39 1.000000
725 x13 x24 pearson two-sided 18398 -0.164156 [-0.18, -0.15] 2.694712e-02 2.684133e-02 -0.165655 2.706762e-111 1.188e+107 1.000000
726 x13 x25 pearson two-sided 18398 -0.059295 [-0.07, -0.04] 3.515945e-03 3.407602e-03 -0.059365 8.325585e-16 1.081e+12 1.000000
727 x13 x26 pearson two-sided 18398 -0.033799 [-0.05, -0.02] 1.142398e-03 1.033797e-03 -0.033812 4.528583e-06 339.821 0.995681
728 x13 x27 pearson two-sided 18398 -0.090554 [-0.1, -0.08] 8.200075e-03 8.092241e-03 -0.090803 8.288231e-35 7.137e+30 1.000000
729 x13 x28 pearson two-sided 18398 -0.353220 [-0.37, -0.34] 1.247645e-01 1.246694e-01 -0.369118 0.000000e+00 inf 1.000000
730 x13 x29 pearson two-sided 18398 0.154699 [0.14, 0.17] 2.393191e-02 2.382579e-02 0.155952 6.564916e-99 5.213e+94 1.000000
731 x13 x30 pearson two-sided 18398 0.020106 [0.01, 0.03] 4.042650e-04 2.955838e-04 0.020109 6.385513e-03 0.381 0.778596
732 x13 x31 pearson two-sided 18398 -0.007275 [-0.02, 0.01] 5.292052e-05 -5.579892e-05 -0.007275 3.238026e-01 0.015 0.166813
733 x13 x32 pearson two-sided 18398 -0.047694 [-0.06, -0.03] 2.274690e-03 2.166212e-03 -0.047730 9.647027e-11 1.152e+07 0.999997
734 x13 x33 pearson two-sided 18398 0.001013 [-0.01, 0.02] 1.027146e-06 -1.076979e-04 0.001013 8.906683e-01 0.009 0.052166
735 x13 x34 pearson two-sided 18398 0.573865 [0.56, 0.58] 3.293210e-01 3.292481e-01 0.653267 0.000000e+00 inf 1.000000
736 x13 x35 pearson two-sided 18398 -0.014168 [-0.03, 0.0] 2.007341e-04 9.203075e-05 -0.014169 5.464206e-02 0.059 0.484815
737 x13 x36 pearson two-sided 18398 0.034462 [0.02, 0.05] 1.187660e-03 1.079064e-03 0.034476 2.931956e-06 515.521 0.996697
738 x13 x37 pearson two-sided 18398 0.003809 [-0.01, 0.02] 1.450508e-05 -9.421854e-05 0.003809 6.054661e-01 0.011 0.081086
739 x13 x38 pearson two-sided 18398 -0.015422 [-0.03, -0.0] 2.378477e-04 1.291483e-04 -0.015424 3.645170e-02 0.082 0.552514
740 x13 x39 pearson two-sided 18398 -0.040831 [-0.06, -0.03] 1.667195e-03 1.558651e-03 -0.040854 3.020240e-08 4.269e+04 0.999829
741 x13 x40 pearson two-sided 18398 0.019616 [0.01, 0.03] 3.848035e-04 2.761202e-04 0.019619 7.794833e-03 0.318 0.758344
742 x13 x41 pearson two-sided 18398 -0.001436 [-0.02, 0.01] 2.063026e-06 -1.066619e-04 -0.001436 8.455427e-01 0.009 0.054358
743 x13 x42 pearson two-sided 18398 -0.612379 [-0.62, -0.6] 3.750084e-01 3.749405e-01 -0.712719 0.000000e+00 inf 1.000000
744 x13 x43 pearson two-sided 18398 -0.114036 [-0.13, -0.1] 1.300425e-02 1.289694e-02 -0.114534 2.646855e-54 1.77e+50 1.000000
745 x13 x44 pearson two-sided 18398 0.008876 [-0.01, 0.02] 7.878658e-05 -2.993005e-05 0.008876 2.286282e-01 0.019 0.225589
746 x13 x45 pearson two-sided 18398 0.043069 [0.03, 0.06] 1.854911e-03 1.746388e-03 0.043095 5.092611e-09 2.407e+05 0.999949
747 x13 x46 pearson two-sided 18398 -0.070222 [-0.08, -0.06] 4.931176e-03 4.822987e-03 -0.070338 1.484062e-21 5.135e+17 1.000000
748 x13 x47 pearson two-sided 18398 0.198913 [0.18, 0.21] 3.956657e-02 3.946214e-02 0.201601 1.600613e-163 1.638e+159 1.000000
749 x13 x48 pearson two-sided 18398 0.027473 [0.01, 0.04] 7.547715e-04 6.461284e-04 0.027480 1.938639e-04 9.583 0.961402
750 x13 x49 pearson two-sided 18398 -0.003104 [-0.02, 0.01] 9.632087e-06 -9.909206e-05 -0.003104 6.738011e-01 0.01 0.070534
751 x13 x50 pearson two-sided 18398 0.206340 [0.19, 0.22] 4.257617e-02 4.247207e-02 0.209345 4.479188e-176 5.624e+171 1.000000
752 x13 x51 pearson two-sided 18398 -0.064097 [-0.08, -0.05] 4.108408e-03 4.000130e-03 -0.064185 3.249165e-18 2.566e+14 1.000000
753 x13 x52 pearson two-sided 18398 0.277757 [0.26, 0.29] 7.714899e-02 7.704865e-02 0.285250 3.952525e-323 inf 1.000000
754 x13 x53 pearson two-sided 18398 0.079667 [0.07, 0.09] 6.346891e-03 6.238855e-03 0.079837 2.693547e-27 2.496e+23 1.000000
755 x13 x54 pearson two-sided 18398 -0.104115 [-0.12, -0.09] 1.083994e-02 1.073240e-02 -0.104494 1.628722e-45 3.155e+41 1.000000
756 x13 x55 pearson two-sided 18398 0.183334 [0.17, 0.2] 3.361141e-02 3.350634e-02 0.185431 8.547689e-139 3.347e+134 1.000000
757 x13 x56 pearson two-sided 18398 0.537842 [0.53, 0.55] 2.892735e-01 2.891963e-01 0.601114 0.000000e+00 inf 1.000000
758 x13 x57 pearson two-sided 18398 0.200827 [0.19, 0.21] 4.033134e-02 4.022700e-02 0.203594 1.042381e-166 2.489e+162 1.000000
759 x13 x58 pearson two-sided 18398 -0.050233 [-0.06, -0.04] 2.523366e-03 2.414915e-03 -0.050275 9.268862e-12 1.141e+08 0.999999
760 x13 x59 pearson two-sided 18398 -0.064370 [-0.08, -0.05] 4.143553e-03 4.035279e-03 -0.064460 2.338800e-18 3.55e+14 1.000000
761 x13 x60 pearson two-sided 18398 -0.176971 [-0.19, -0.16] 3.131857e-02 3.121325e-02 -0.178854 2.591376e-129 1.146e+125 1.000000
762 x13 x61 pearson two-sided 18398 -0.019817 [-0.03, -0.01] 3.927232e-04 2.840407e-04 -0.019820 7.186479e-03 0.342 0.766765
763 x14 x15 pearson two-sided 18398 -0.036862 [-0.05, -0.02] 1.358774e-03 1.250197e-03 -0.036878 5.696502e-07 2492.202 0.998825
764 x14 x16 pearson two-sided 18398 0.040655 [0.03, 0.06] 1.652848e-03 1.544303e-03 0.040678 3.461106e-08 3.741e+04 0.999813
765 x14 x17 pearson two-sided 18398 -0.129117 [-0.14, -0.11] 1.667119e-02 1.656428e-02 -0.129842 3.165352e-69 1.304e+65 1.000000
766 x14 x18 pearson two-sided 18398 -0.111873 [-0.13, -0.1] 1.251558e-02 1.240822e-02 -0.112343 2.560077e-52 1.866e+48 1.000000
767 x14 x19 pearson two-sided 18398 0.091297 [0.08, 0.11] 8.335146e-03 8.227327e-03 0.091552 2.349093e-35 2.497e+31 1.000000
768 x14 x20 pearson two-sided 18398 0.081096 [0.07, 0.1] 6.576563e-03 6.468553e-03 0.081274 3.157219e-28 2.092e+24 1.000000
769 x14 x21 pearson two-sided 18398 0.001061 [-0.01, 0.02] 1.125009e-06 -1.076001e-04 0.001061 8.856126e-01 0.009 0.052373
770 x14 x22 pearson two-sided 18398 -0.194852 [-0.21, -0.18] 3.796728e-02 3.786268e-02 -0.197376 7.235434e-157 3.704e+152 1.000000
771 x14 x23 pearson two-sided 18398 -0.214435 [-0.23, -0.2] 4.598219e-02 4.587846e-02 -0.217815 2.502173e-190 9.654e+185 1.000000
772 x14 x24 pearson two-sided 18398 -0.041373 [-0.06, -0.03] 1.711719e-03 1.603180e-03 -0.041397 1.979147e-08 6.434e+04 0.999871
773 x14 x25 pearson two-sided 18398 0.027340 [0.01, 0.04] 7.474686e-04 6.388247e-04 0.027347 2.082435e-04 8.96 0.959864
774 x14 x26 pearson two-sided 18398 0.098005 [0.08, 0.11] 9.604899e-03 9.497218e-03 0.098320 1.668617e-40 3.274e+36 1.000000
775 x14 x27 pearson two-sided 18398 0.044928 [0.03, 0.06] 2.018484e-03 1.909978e-03 0.044958 1.083475e-09 1.087e+06 0.999982
776 x14 x28 pearson two-sided 18398 -0.157018 [-0.17, -0.14] 2.465464e-02 2.454859e-02 -0.158328 7.110102e-102 4.739e+97 1.000000
777 x14 x29 pearson two-sided 18398 0.093565 [0.08, 0.11] 8.754372e-03 8.646599e-03 0.093839 4.691196e-37 1.22e+33 1.000000
778 x14 x30 pearson two-sided 18398 0.128183 [0.11, 0.14] 1.643092e-02 1.632398e-02 0.128892 3.016541e-68 1.378e+64 1.000000
779 x14 x31 pearson two-sided 18398 0.003520 [-0.01, 0.02] 1.239311e-05 -9.633074e-05 0.003520 6.330265e-01 0.01 0.076500
780 x14 x32 pearson two-sided 18398 0.027284 [0.01, 0.04] 7.443955e-04 6.357512e-04 0.027290 2.146115e-04 8.711 0.959200
781 x14 x33 pearson two-sided 18398 0.091180 [0.08, 0.11] 8.313762e-03 8.205941e-03 0.091434 2.868051e-35 2.048e+31 1.000000
782 x14 x34 pearson two-sided 18398 0.040701 [0.03, 0.06] 1.656590e-03 1.548045e-03 0.040724 3.340268e-08 3.872e+04 0.999817
783 x14 x35 pearson two-sided 18398 0.159257 [0.15, 0.17] 2.536266e-02 2.525670e-02 0.160624 8.808233e-105 3.769e+100 1.000000
784 x14 x36 pearson two-sided 18398 -0.048891 [-0.06, -0.03] 2.390308e-03 2.281842e-03 -0.048930 3.244498e-11 3.346e+07 0.999999
785 x14 x37 pearson two-sided 18398 -0.058819 [-0.07, -0.04] 3.459663e-03 3.351314e-03 -0.058887 1.410686e-15 6.43e+11 1.000000
786 x14 x38 pearson two-sided 18398 -0.038869 [-0.05, -0.02] 1.510791e-03 1.402230e-03 -0.038888 1.336409e-07 1.011e+04 0.999541
787 x14 x39 pearson two-sided 18398 -0.015853 [-0.03, -0.0] 2.513138e-04 1.426159e-04 -0.015854 3.153455e-02 0.093 0.575508
788 x14 x40 pearson two-sided 18398 -0.027884 [-0.04, -0.01] 7.774907e-04 6.688501e-04 -0.027891 1.552126e-04 11.812 0.965841
789 x14 x41 pearson two-sided 18398 0.006547 [-0.01, 0.02] 4.286763e-05 -6.585291e-05 0.006547 3.745273e-01 0.014 0.144075
790 x14 x42 pearson two-sided 18398 -0.015504 [-0.03, -0.0] 2.403871e-04 1.316880e-04 -0.015506 3.546653e-02 0.084 0.556915
791 x14 x43 pearson two-sided 18398 -0.027914 [-0.04, -0.01] 7.792034e-04 6.705629e-04 -0.027921 1.526347e-04 12.0 0.966155
792 x14 x44 pearson two-sided 18398 0.130730 [0.12, 0.14] 1.709039e-02 1.698352e-02 0.131483 6.191020e-71 6.581e+66 1.000000
793 x14 x45 pearson two-sided 18398 -0.032455 [-0.05, -0.02] 1.053299e-03 9.446887e-04 -0.032466 1.067769e-05 149.617 0.992726
794 x14 x46 pearson two-sided 18398 -0.053681 [-0.07, -0.04] 2.881628e-03 2.773216e-03 -0.053732 3.193404e-13 3.105e+09 1.000000
795 x14 x47 pearson two-sided 18398 0.126447 [0.11, 0.14] 1.598873e-02 1.588175e-02 0.127127 1.909336e-66 2.208e+62 1.000000
796 x14 x48 pearson two-sided 18398 0.006344 [-0.01, 0.02] 4.025219e-05 -6.846863e-05 0.006345 3.895091e-01 0.013 0.138184
797 x14 x49 pearson two-sided 18398 0.050878 [0.04, 0.07] 2.588613e-03 2.480170e-03 0.050922 5.016366e-12 2.082e+08 1.000000
798 x14 x50 pearson two-sided 18398 0.251805 [0.24, 0.27] 6.340594e-02 6.330411e-02 0.257339 4.987921e-264 4.05e+259 1.000000
799 x14 x51 pearson two-sided 18398 0.017667 [0.0, 0.03] 3.121329e-04 2.034416e-04 0.017669 1.655698e-02 0.163 0.668778
800 x14 x52 pearson two-sided 18398 0.247656 [0.23, 0.26] 6.133325e-02 6.123119e-02 0.252914 3.431885e-255 5.998e+250 1.000000
801 x14 x53 pearson two-sided 18398 0.020442 [0.01, 0.03] 4.178888e-04 3.092090e-04 0.020445 5.556211e-03 0.432 0.791905
802 x14 x54 pearson two-sided 18398 -0.019572 [-0.03, -0.01] 3.830515e-04 2.743680e-04 -0.019574 7.936381e-03 0.313 0.756447
803 x14 x55 pearson two-sided 18398 0.161061 [0.15, 0.18] 2.594051e-02 2.583460e-02 0.162475 3.723689e-107 8.81e+102 1.000000
804 x14 x56 pearson two-sided 18398 0.190033 [0.18, 0.2] 3.611240e-02 3.600760e-02 0.192371 3.671808e-149 7.498e+144 1.000000
805 x14 x57 pearson two-sided 18398 0.229838 [0.22, 0.24] 5.282559e-02 5.272261e-02 0.234019 4.078037e-219 5.488e+214 1.000000
806 x14 x58 pearson two-sided 18398 0.101636 [0.09, 0.12] 1.032994e-02 1.022234e-02 0.101988 1.911031e-43 2.755e+39 1.000000
807 x14 x59 pearson two-sided 18398 0.013973 [-0.0, 0.03] 1.952404e-04 8.653640e-05 0.013974 5.806200e-02 0.056 0.474270
808 x14 x60 pearson two-sided 18398 0.025946 [0.01, 0.04] 6.732174e-04 5.645654e-04 0.025952 4.320229e-04 4.524 0.940618
809 x14 x61 pearson two-sided 18398 -0.002578 [-0.02, 0.01] 6.646040e-06 -1.020784e-04 -0.002578 7.265987e-01 0.01 0.064119
810 x15 x16 pearson two-sided 18398 0.000320 [-0.01, 0.01] 1.027158e-07 -1.086225e-04 0.000320 9.653281e-01 0.009 0.050216
811 x15 x17 pearson two-sided 18398 -0.082414 [-0.1, -0.07] 6.792113e-03 6.684127e-03 -0.082602 4.222510e-29 1.539e+25 1.000000
812 x15 x18 pearson two-sided 18398 -0.055375 [-0.07, -0.04] 3.066345e-03 2.957954e-03 -0.055431 5.638114e-14 1.706e+10 1.000000
813 x15 x19 pearson two-sided 18398 -0.074146 [-0.09, -0.06] 5.497626e-03 5.389498e-03 -0.074282 7.476294e-24 9.658e+19 1.000000
814 x15 x20 pearson two-sided 18398 0.013836 [-0.0, 0.03] 1.914260e-04 8.272165e-05 0.013837 6.056975e-02 0.054 0.466872
815 x15 x21 pearson two-sided 18398 -0.062205 [-0.08, -0.05] 3.869429e-03 3.761124e-03 -0.062285 3.040274e-17 2.825e+13 1.000000
816 x15 x22 pearson two-sided 18398 -0.070689 [-0.09, -0.06] 4.996947e-03 4.888765e-03 -0.070807 8.027785e-22 9.431e+17 1.000000
817 x15 x23 pearson two-sided 18398 -0.194323 [-0.21, -0.18] 3.776152e-02 3.765690e-02 -0.196826 5.186963e-156 5.182e+151 1.000000
818 x15 x24 pearson two-sided 18398 0.143389 [0.13, 0.16] 2.056053e-02 2.045404e-02 0.144384 4.206632e-85 8.803e+80 1.000000
819 x15 x25 pearson two-sided 18398 -0.024218 [-0.04, -0.01] 5.864878e-04 4.778263e-04 -0.024222 1.019452e-03 2.037 0.907470
820 x15 x26 pearson two-sided 18398 0.066386 [0.05, 0.08] 4.407108e-03 4.298862e-03 0.066484 1.988834e-19 4.05e+15 1.000000
821 x15 x27 pearson two-sided 18398 0.045904 [0.03, 0.06] 2.107194e-03 1.998698e-03 0.045936 4.686200e-10 2.461e+06 0.999990
822 x15 x28 pearson two-sided 18398 0.034057 [0.02, 0.05] 1.159848e-03 1.051248e-03 0.034070 3.829487e-06 399.05 0.996104
823 x15 x29 pearson two-sided 18398 0.033905 [0.02, 0.05] 1.149565e-03 1.040965e-03 0.033918 4.227143e-06 363.003 0.995860
824 x15 x30 pearson two-sided 18398 0.088176 [0.07, 0.1] 7.775090e-03 7.667210e-03 0.088406 4.377192e-33 1.388e+29 1.000000
825 x15 x31 pearson two-sided 18398 0.002059 [-0.01, 0.02] 4.239122e-06 -1.044856e-04 0.002059 7.800525e-01 0.01 0.058980
826 x15 x32 pearson two-sided 18398 -0.020491 [-0.03, -0.01] 4.198993e-04 3.112198e-04 -0.020494 5.443481e-03 0.44 0.793810
827 x15 x33 pearson two-sided 18398 0.001887 [-0.01, 0.02] 3.561705e-06 -1.051631e-04 0.001887 7.979758e-01 0.01 0.057538
828 x15 x34 pearson two-sided 18398 -0.000966 [-0.02, 0.01] 9.339482e-07 -1.077911e-04 -0.000966 8.957166e-01 0.009 0.051970
829 x15 x35 pearson two-sided 18398 0.025057 [0.01, 0.04] 6.278613e-04 5.192044e-04 0.025062 6.762364e-04 2.98 0.924966
830 x15 x36 pearson two-sided 18398 -0.082010 [-0.1, -0.07] 6.725711e-03 6.617717e-03 -0.082195 7.847494e-29 8.323e+24 1.000000
831 x15 x37 pearson two-sided 18398 -0.073938 [-0.09, -0.06] 5.466794e-03 5.358663e-03 -0.074073 9.970679e-24 7.262e+19 1.000000
832 x15 x38 pearson two-sided 18398 -0.005276 [-0.02, 0.01] 2.783755e-05 -8.088463e-05 -0.005276 4.742343e-01 0.012 0.110415
833 x15 x39 pearson two-sided 18398 -0.042896 [-0.06, -0.03] 1.840100e-03 1.731575e-03 -0.042923 5.859602e-09 2.1e+05 0.999944
834 x15 x40 pearson two-sided 18398 -0.075700 [-0.09, -0.06] 5.730441e-03 5.622339e-03 -0.075845 8.503182e-25 8.319e+20 1.000000
835 x15 x41 pearson two-sided 18398 -0.022565 [-0.04, -0.01] 5.091653e-04 4.004955e-04 -0.022569 2.207177e-03 1.0 0.864560
836 x15 x42 pearson two-sided 18398 -0.021530 [-0.04, -0.01] 4.635249e-04 3.548501e-04 -0.021533 3.495797e-03 0.657 0.831620
837 x15 x43 pearson two-sided 18398 -0.005764 [-0.02, 0.01] 3.322855e-05 -7.549304e-05 -0.005764 4.343116e-01 0.013 0.122429
838 x15 x44 pearson two-sided 18398 0.051939 [0.04, 0.07] 2.697692e-03 2.589260e-03 0.051986 1.798363e-12 5.693e+08 1.000000
839 x15 x45 pearson two-sided 18398 0.016440 [0.0, 0.03] 2.702808e-04 1.615850e-04 0.016442 2.575157e-02 0.111 0.606452
840 x15 x46 pearson two-sided 18398 -0.011772 [-0.03, 0.0] 1.385696e-04 2.985950e-05 -0.011772 1.103477e-01 0.033 0.358379
841 x15 x47 pearson two-sided 18398 0.031384 [0.02, 0.05] 9.849403e-04 8.763222e-04 0.031394 2.066071e-05 79.737 0.989221
842 x15 x48 pearson two-sided 18398 -0.018048 [-0.03, -0.0] 3.257450e-04 2.170552e-04 -0.018050 1.436098e-02 0.185 0.687313
843 x15 x49 pearson two-sided 18398 0.077994 [0.06, 0.09] 6.083065e-03 5.975001e-03 0.078153 3.161334e-26 2.172e+22 1.000000
844 x15 x50 pearson two-sided 18398 0.053793 [0.04, 0.07] 2.893732e-03 2.785321e-03 0.053845 2.850248e-13 3.472e+09 1.000000
845 x15 x51 pearson two-sided 18398 -0.026052 [-0.04, -0.01] 6.787002e-04 5.700488e-04 -0.026058 4.092965e-04 4.758 0.942290
846 x15 x52 pearson two-sided 18398 0.038041 [0.02, 0.05] 1.447127e-03 1.338559e-03 0.038059 2.451288e-07 5623.129 0.999318
847 x15 x53 pearson two-sided 18398 -0.366710 [-0.38, -0.35] 1.344764e-01 1.343823e-01 -0.384617 0.000000e+00 inf 1.000000
848 x15 x54 pearson two-sided 18398 0.072210 [0.06, 0.09] 5.214292e-03 5.106134e-03 0.072336 1.054056e-22 7.033e+18 1.000000
849 x15 x55 pearson two-sided 18398 0.061694 [0.05, 0.08] 3.806165e-03 3.697854e-03 0.061773 5.496497e-17 1.575e+13 1.000000
850 x15 x56 pearson two-sided 18398 0.124628 [0.11, 0.14] 1.553212e-02 1.542508e-02 0.125279 1.381469e-64 3.097e+60 1.000000
851 x15 x57 pearson two-sided 18398 0.014819 [0.0, 0.03] 2.196139e-04 1.109126e-04 0.014820 4.442457e-02 0.07 0.520037
852 x15 x58 pearson two-sided 18398 0.041804 [0.03, 0.06] 1.747544e-03 1.639008e-03 0.041828 1.408877e-08 8.95e+04 0.999898
853 x15 x59 pearson two-sided 18398 -0.025855 [-0.04, -0.01] 6.684667e-04 5.598142e-04 -0.025860 4.527422e-04 4.331 0.939133
854 x15 x60 pearson two-sided 18398 -0.014142 [-0.03, 0.0] 1.999928e-04 9.128937e-05 -0.014143 5.509079e-02 0.058 0.483400
855 x15 x61 pearson two-sided 18398 0.115529 [0.1, 0.13] 1.334704e-02 1.323977e-02 0.116048 1.070308e-55 4.32e+51 1.000000
856 x16 x17 pearson two-sided 18398 0.052125 [0.04, 0.07] 2.716974e-03 2.608544e-03 0.052172 1.500222e-12 6.801e+08 1.000000
857 x16 x18 pearson two-sided 18398 0.004197 [-0.01, 0.02] 1.761814e-05 -9.110514e-05 0.004197 5.691556e-01 0.011 0.087878
858 x16 x19 pearson two-sided 18398 0.032248 [0.02, 0.05] 1.039907e-03 9.312945e-04 0.032259 1.215005e-05 132.261 0.992140
859 x16 x20 pearson two-sided 18398 0.010728 [-0.0, 0.03] 1.150935e-04 6.380780e-06 0.010729 1.456409e-01 0.027 0.307156
860 x16 x21 pearson two-sided 18398 0.048488 [0.03, 0.06] 2.351049e-03 2.242579e-03 0.048526 4.696704e-11 2.33e+07 0.999998
861 x16 x22 pearson two-sided 18398 0.060535 [0.05, 0.07] 3.664465e-03 3.556139e-03 0.060609 2.071390e-16 4.258e+12 1.000000
862 x16 x23 pearson two-sided 18398 0.058855 [0.04, 0.07] 3.463930e-03 3.355581e-03 0.058923 1.355400e-15 6.689e+11 1.000000
863 x16 x24 pearson two-sided 18398 -0.157149 [-0.17, -0.14] 2.469582e-02 2.458978e-02 -0.158462 4.817484e-102 6.988e+97 1.000000
864 x16 x25 pearson two-sided 18398 0.888614 [0.89, 0.89] 7.896345e-01 7.896116e-01 1.415297 0.000000e+00 inf 1.000000
865 x16 x26 pearson two-sided 18398 0.271044 [0.26, 0.28] 7.346462e-02 7.336389e-02 0.277990 3.411626e-307 5.443e+302 1.000000
866 x16 x27 pearson two-sided 18398 0.279767 [0.27, 0.29] 7.826937e-02 7.816915e-02 0.287429 0.000000e+00 inf 1.000000
867 x16 x28 pearson two-sided 18398 0.038782 [0.02, 0.05] 1.504070e-03 1.395509e-03 0.038802 1.424739e-07 9500.767 0.999521
868 x16 x29 pearson two-sided 18398 0.004842 [-0.01, 0.02] 2.344175e-05 -8.528090e-05 0.004842 5.113871e-01 0.011 0.100679
869 x16 x30 pearson two-sided 18398 -0.035887 [-0.05, -0.02] 1.287860e-03 1.179275e-03 -0.035902 1.122262e-06 1297.07 0.998190
870 x16 x31 pearson two-sided 18398 0.011516 [-0.0, 0.03] 1.326137e-04 2.390293e-05 0.011516 1.183021e-01 0.031 0.345532
871 x16 x32 pearson two-sided 18398 0.893129 [0.89, 0.9] 7.976795e-01 7.976575e-01 1.437182 0.000000e+00 inf 1.000000
872 x16 x33 pearson two-sided 18398 -0.061558 [-0.08, -0.05] 3.789351e-03 3.681038e-03 -0.061636 6.433440e-17 1.349e+13 1.000000
873 x16 x34 pearson two-sided 18398 -0.095113 [-0.11, -0.08] 9.046475e-03 8.938734e-03 -0.095401 3.068427e-38 1.835e+34 1.000000
874 x16 x35 pearson two-sided 18398 0.198808 [0.18, 0.21] 3.952464e-02 3.942021e-02 0.201491 2.392698e-163 1.096e+159 1.000000
875 x16 x36 pearson two-sided 18398 0.394067 [0.38, 0.41] 1.552888e-01 1.551969e-01 0.416606 0.000000e+00 inf 1.000000
876 x16 x37 pearson two-sided 18398 0.678152 [0.67, 0.69] 4.598905e-01 4.598317e-01 0.825685 0.000000e+00 inf 1.000000
877 x16 x38 pearson two-sided 18398 0.053007 [0.04, 0.07] 2.809759e-03 2.701340e-03 0.053057 6.272691e-13 1.6e+09 1.000000
878 x16 x39 pearson two-sided 18398 0.096331 [0.08, 0.11] 9.279741e-03 9.172025e-03 0.096631 3.475530e-39 1.599e+35 1.000000
879 x16 x40 pearson two-sided 18398 0.673522 [0.67, 0.68] 4.536319e-01 4.535725e-01 0.817162 0.000000e+00 inf 1.000000
880 x16 x41 pearson two-sided 18398 -0.013679 [-0.03, 0.0] 1.871173e-04 7.841245e-05 -0.013680 6.354185e-02 0.052 0.458440
881 x16 x42 pearson two-sided 18398 0.055194 [0.04, 0.07] 3.046417e-03 2.938023e-03 0.055251 6.797606e-14 1.42e+10 1.000000
882 x16 x43 pearson two-sided 18398 0.028667 [0.01, 0.04] 8.218169e-04 7.131811e-04 0.028675 1.006780e-04 17.763 0.973153
883 x16 x44 pearson two-sided 18398 0.093860 [0.08, 0.11] 8.809661e-03 8.701894e-03 0.094137 2.799730e-37 2.038e+33 1.000000
884 x16 x45 pearson two-sided 18398 -0.890233 [-0.89, -0.89] 7.925148e-01 7.924922e-01 -1.423048 0.000000e+00 inf 1.000000
885 x16 x46 pearson two-sided 18398 0.000170 [-0.01, 0.01] 2.902649e-08 -1.086962e-04 0.000170 9.815645e-01 0.009 0.050060
886 x16 x47 pearson two-sided 18398 0.156015 [0.14, 0.17] 2.434083e-02 2.423475e-02 0.157300 1.379356e-100 2.459e+96 1.000000
887 x16 x48 pearson two-sided 18398 -0.014403 [-0.03, 0.0] 2.074406e-04 9.873799e-05 -0.014404 5.075408e-02 0.062 0.497509
888 x16 x49 pearson two-sided 18398 -0.022307 [-0.04, -0.01] 4.975811e-04 3.889100e-04 -0.022310 2.479673e-03 0.899 0.856790
889 x16 x50 pearson two-sided 18398 0.089551 [0.08, 0.1] 8.019398e-03 7.911545e-03 0.089792 4.475838e-34 1.336e+30 1.000000
890 x16 x51 pearson two-sided 18398 0.830107 [0.83, 0.83] 6.890775e-01 6.890437e-01 1.188480 0.000000e+00 inf 1.000000
891 x16 x52 pearson two-sided 18398 0.094247 [0.08, 0.11] 8.882532e-03 8.774773e-03 0.094528 1.417941e-37 4.007e+33 1.000000
892 x16 x53 pearson two-sided 18398 0.053316 [0.04, 0.07] 2.842571e-03 2.734155e-03 0.053366 4.608710e-13 2.166e+09 1.000000
893 x16 x54 pearson two-sided 18398 0.113771 [0.1, 0.13] 1.294374e-02 1.283643e-02 0.114265 4.662334e-54 1.007e+50 1.000000
894 x16 x55 pearson two-sided 18398 0.190486 [0.18, 0.2] 3.628475e-02 3.617997e-02 0.192841 7.071741e-150 3.883e+145 1.000000
895 x16 x56 pearson two-sided 18398 -0.027282 [-0.04, -0.01] 7.443041e-04 6.356598e-04 -0.027289 2.148038e-04 8.703 0.959180
896 x16 x57 pearson two-sided 18398 0.073955 [0.06, 0.09] 5.469271e-03 5.361141e-03 0.074090 9.742688e-24 7.431e+19 1.000000
897 x16 x58 pearson two-sided 18398 -0.064762 [-0.08, -0.05] 4.194105e-03 4.085836e-03 -0.064853 1.457612e-18 5.663e+14 1.000000
898 x16 x59 pearson two-sided 18398 0.882496 [0.88, 0.89] 7.787996e-01 7.787755e-01 1.386942 0.000000e+00 inf 1.000000
899 x16 x60 pearson two-sided 18398 0.049813 [0.04, 0.06] 2.481330e-03 2.372875e-03 0.049854 1.376799e-11 7.743e+07 0.999999
900 x16 x61 pearson two-sided 18398 -0.003470 [-0.02, 0.01] 1.204182e-05 -9.668206e-05 -0.003470 6.378867e-01 0.01 0.075739
901 x17 x18 pearson two-sided 18398 0.795377 [0.79, 0.8] 6.326244e-01 6.325844e-01 1.085900 0.000000e+00 inf 1.000000
902 x17 x19 pearson two-sided 18398 -0.421064 [-0.43, -0.41] 1.772952e-01 1.772058e-01 -0.448985 0.000000e+00 inf 1.000000
903 x17 x20 pearson two-sided 18398 -0.179293 [-0.19, -0.17] 3.214593e-02 3.204070e-02 -0.181252 9.876023e-133 2.966e+128 1.000000
904 x17 x21 pearson two-sided 18398 0.296497 [0.28, 0.31] 8.791052e-02 8.781135e-02 0.305675 0.000000e+00 inf 1.000000
905 x17 x22 pearson two-sided 18398 0.708681 [0.7, 0.72] 5.022290e-01 5.021749e-01 0.884529 0.000000e+00 inf 1.000000
906 x17 x23 pearson two-sided 18398 0.553624 [0.54, 0.56] 3.064997e-01 3.064243e-01 0.623592 0.000000e+00 inf 1.000000
907 x17 x24 pearson two-sided 18398 -0.427016 [-0.44, -0.42] 1.823428e-01 1.822539e-01 -0.456242 0.000000e+00 inf 1.000000
908 x17 x25 pearson two-sided 18398 -0.038176 [-0.05, -0.02] 1.457443e-03 1.348876e-03 -0.038195 2.221680e-07 6183.613 0.999360
909 x17 x26 pearson two-sided 18398 -0.050401 [-0.06, -0.04] 2.540248e-03 2.431799e-03 -0.050444 7.907277e-12 1.333e+08 0.999999
910 x17 x27 pearson two-sided 18398 0.093651 [0.08, 0.11] 8.770509e-03 8.662737e-03 0.093926 4.035144e-37 1.417e+33 1.000000
911 x17 x28 pearson two-sided 18398 -0.026272 [-0.04, -0.01] 6.902429e-04 5.815928e-04 -0.026279 3.653139e-04 5.292 0.945669
912 x17 x29 pearson two-sided 18398 0.117769 [0.1, 0.13] 1.386946e-02 1.376224e-02 0.118318 8.045755e-58 5.635e+53 1.000000
913 x17 x30 pearson two-sided 18398 -0.722700 [-0.73, -0.72] 5.222953e-01 5.222434e-01 -0.913274 0.000000e+00 inf 1.000000
914 x17 x31 pearson two-sided 18398 -0.001596 [-0.02, 0.01] 2.545773e-06 -1.061791e-04 -0.001596 8.286726e-01 0.009 0.055381
915 x17 x32 pearson two-sided 18398 -0.014632 [-0.03, -0.0] 2.140892e-04 1.053873e-04 -0.014633 4.718725e-02 0.066 0.509895
916 x17 x33 pearson two-sided 18398 -0.663126 [-0.67, -0.65] 4.397365e-01 4.396756e-01 -0.798373 0.000000e+00 inf 1.000000
917 x17 x34 pearson two-sided 18398 0.029275 [0.01, 0.04] 8.570266e-04 7.483946e-04 0.029283 7.144489e-05 24.563 0.977879
918 x17 x35 pearson two-sided 18398 -0.401406 [-0.41, -0.39] 1.611265e-01 1.610353e-01 -0.425324 0.000000e+00 inf 1.000000
919 x17 x36 pearson two-sided 18398 0.006625 [-0.01, 0.02] 4.389040e-05 -6.483002e-05 0.006625 3.688890e-01 0.014 0.146382
920 x17 x37 pearson two-sided 18398 0.390692 [0.38, 0.4] 1.526406e-01 1.525484e-01 0.412617 0.000000e+00 inf 1.000000
921 x17 x38 pearson two-sided 18398 -0.000651 [-0.02, 0.01] 4.240009e-07 -1.083012e-04 -0.000651 9.296255e-01 0.009 0.050893
922 x17 x39 pearson two-sided 18398 0.063178 [0.05, 0.08] 3.991445e-03 3.883154e-03 0.063262 9.705356e-18 8.714e+13 1.000000
923 x17 x40 pearson two-sided 18398 0.104600 [0.09, 0.12] 1.094111e-02 1.083357e-02 0.104984 6.328280e-46 8.082e+41 1.000000
924 x17 x41 pearson two-sided 18398 -0.000408 [-0.01, 0.01] 1.666060e-07 -1.085586e-04 -0.000408 9.558512e-01 0.009 0.050350
925 x17 x42 pearson two-sided 18398 0.130235 [0.12, 0.14] 1.696103e-02 1.685415e-02 0.130978 2.085025e-70 1.962e+66 1.000000
926 x17 x43 pearson two-sided 18398 0.209130 [0.2, 0.22] 4.373543e-02 4.363146e-02 0.212262 6.392823e-181 3.883e+176 1.000000
927 x17 x44 pearson two-sided 18398 -0.426848 [-0.44, -0.41] 1.821989e-01 1.821100e-01 -0.456036 0.000000e+00 inf 1.000000
928 x17 x45 pearson two-sided 18398 -0.055383 [-0.07, -0.04] 3.067323e-03 2.958932e-03 -0.055440 5.586614e-14 1.722e+10 1.000000
929 x17 x46 pearson two-sided 18398 -0.289789 [-0.3, -0.28] 8.397769e-02 8.387809e-02 -0.298336 0.000000e+00 inf 1.000000
930 x17 x47 pearson two-sided 18398 0.323234 [0.31, 0.34] 1.044804e-01 1.043830e-01 0.335254 0.000000e+00 inf 1.000000
931 x17 x48 pearson two-sided 18398 0.056379 [0.04, 0.07] 3.178602e-03 3.070223e-03 0.056439 1.966739e-14 4.807e+10 1.000000
932 x17 x49 pearson two-sided 18398 -0.501028 [-0.51, -0.49] 2.510288e-01 2.509473e-01 -0.550677 0.000000e+00 inf 1.000000
933 x17 x50 pearson two-sided 18398 -0.264438 [-0.28, -0.25] 6.992754e-02 6.982642e-02 -0.270874 5.811714e-292 3.287e+287 1.000000
934 x17 x51 pearson two-sided 18398 -0.012519 [-0.03, 0.0] 1.567366e-04 4.802841e-05 -0.012520 8.949278e-02 0.039 0.396847
935 x17 x52 pearson two-sided 18398 -0.224001 [-0.24, -0.21] 5.017662e-02 5.007335e-02 -0.227865 5.996117e-208 3.84e+203 1.000000
936 x17 x53 pearson two-sided 18398 0.187410 [0.17, 0.2] 3.512233e-02 3.501742e-02 0.189651 4.698448e-145 5.947e+140 1.000000
937 x17 x54 pearson two-sided 18398 0.195035 [0.18, 0.21] 3.803848e-02 3.793389e-02 0.197566 3.659364e-157 7.316e+152 1.000000
938 x17 x55 pearson two-sided 18398 0.285891 [0.27, 0.3] 8.173380e-02 8.163396e-02 0.294086 0.000000e+00 inf 1.000000
939 x17 x56 pearson two-sided 18398 -0.308517 [-0.32, -0.3] 9.518256e-02 9.508418e-02 -0.318905 0.000000e+00 inf 1.000000
940 x17 x57 pearson two-sided 18398 -0.342299 [-0.35, -0.33] 1.171688e-01 1.170728e-01 -0.356695 0.000000e+00 inf 1.000000
941 x17 x58 pearson two-sided 18398 0.056743 [0.04, 0.07] 3.219816e-03 3.111440e-03 0.056804 1.336215e-14 7.031e+10 1.000000
942 x17 x59 pearson two-sided 18398 -0.020431 [-0.03, -0.01] 4.174312e-04 3.087513e-04 -0.020434 5.582200e-03 0.43 0.791469
943 x17 x60 pearson two-sided 18398 -0.170297 [-0.18, -0.16] 2.900112e-02 2.889555e-02 -0.171973 9.450227e-120 3.274e+115 1.000000
944 x17 x61 pearson two-sided 18398 -0.146767 [-0.16, -0.13] 2.154060e-02 2.143422e-02 -0.147835 4.117500e-89 8.779e+84 1.000000
945 x18 x19 pearson two-sided 18398 -0.514755 [-0.53, -0.5] 2.649730e-01 2.648930e-01 -0.569178 0.000000e+00 inf 1.000000
946 x18 x20 pearson two-sided 18398 -0.249849 [-0.26, -0.24] 6.242440e-02 6.232247e-02 -0.255251 7.681369e-260 2.653e+255 1.000000
947 x18 x21 pearson two-sided 18398 0.373175 [0.36, 0.39] 1.392596e-01 1.391660e-01 0.392107 0.000000e+00 inf 1.000000
948 x18 x22 pearson two-sided 18398 0.791321 [0.79, 0.8] 6.261882e-01 6.261476e-01 1.074955 0.000000e+00 inf 1.000000
949 x18 x23 pearson two-sided 18398 0.589389 [0.58, 0.6] 3.473799e-01 3.473089e-01 0.676730 0.000000e+00 inf 1.000000
950 x18 x24 pearson two-sided 18398 -0.392400 [-0.4, -0.38] 1.539781e-01 1.538861e-01 -0.414634 0.000000e+00 inf 1.000000
951 x18 x25 pearson two-sided 18398 -0.097746 [-0.11, -0.08] 9.554281e-03 9.446594e-03 -0.098059 2.677000e-40 2.046e+36 1.000000
952 x18 x26 pearson two-sided 18398 -0.103531 [-0.12, -0.09] 1.071863e-02 1.061107e-02 -0.103903 5.060229e-45 1.021e+41 1.000000
953 x18 x27 pearson two-sided 18398 0.135541 [0.12, 0.15] 1.837145e-02 1.826472e-02 0.136381 3.685002e-76 1.065e+72 1.000000
954 x18 x28 pearson two-sided 18398 -0.044306 [-0.06, -0.03] 1.963044e-03 1.854532e-03 -0.044335 1.830111e-09 6.519e+05 0.999975
955 x18 x29 pearson two-sided 18398 0.096176 [0.08, 0.11] 9.249915e-03 9.142196e-03 0.096475 4.591660e-39 1.212e+35 1.000000
956 x18 x30 pearson two-sided 18398 -0.822585 [-0.83, -0.82] 6.766454e-01 6.766102e-01 -1.164758 0.000000e+00 inf 1.000000
957 x18 x31 pearson two-sided 18398 -0.003276 [-0.02, 0.01] 1.073376e-05 -9.799027e-05 -0.003276 6.567838e-01 0.01 0.072910
958 x18 x32 pearson two-sided 18398 -0.063909 [-0.08, -0.05] 4.084329e-03 3.976048e-03 -0.063996 4.070025e-18 2.055e+14 1.000000
959 x18 x33 pearson two-sided 18398 -0.745036 [-0.75, -0.74] 5.550791e-01 5.550307e-01 -0.961705 0.000000e+00 inf 1.000000
960 x18 x34 pearson two-sided 18398 0.046496 [0.03, 0.06] 2.161864e-03 2.053374e-03 0.046529 2.796754e-10 4.073e+06 0.999993
961 x18 x35 pearson two-sided 18398 -0.468835 [-0.48, -0.46] 2.198063e-01 2.197214e-01 -0.508576 0.000000e+00 inf 1.000000
962 x18 x36 pearson two-sided 18398 -0.061842 [-0.08, -0.05] 3.824463e-03 3.716153e-03 -0.061921 4.631274e-17 1.865e+13 1.000000
963 x18 x37 pearson two-sided 18398 0.396925 [0.38, 0.41] 1.575492e-01 1.574576e-01 0.419993 0.000000e+00 inf 1.000000
964 x18 x38 pearson two-sided 18398 -0.020859 [-0.04, -0.01] 4.350929e-04 3.264150e-04 -0.020862 4.663566e-03 0.506 0.807732
965 x18 x39 pearson two-sided 18398 0.014176 [-0.0, 0.03] 2.009628e-04 9.225946e-05 0.014177 5.450442e-02 0.059 0.485251
966 x18 x40 pearson two-sided 18398 0.051199 [0.04, 0.07] 2.621298e-03 2.512858e-03 0.051243 3.688625e-12 2.815e+08 1.000000
967 x18 x41 pearson two-sided 18398 0.003081 [-0.01, 0.02] 9.495251e-06 -9.922891e-05 0.003081 6.759937e-01 0.01 0.070239
968 x18 x42 pearson two-sided 18398 0.242190 [0.23, 0.26] 5.865579e-02 5.855344e-02 0.247099 8.381848e-244 2.518e+239 1.000000
969 x18 x43 pearson two-sided 18398 0.214041 [0.2, 0.23] 4.581354e-02 4.570979e-02 0.217403 1.274145e-189 1.9e+185 1.000000
970 x18 x44 pearson two-sided 18398 -0.562236 [-0.57, -0.55] 3.161098e-01 3.160355e-01 -0.636097 0.000000e+00 inf 1.000000
971 x18 x45 pearson two-sided 18398 -0.003280 [-0.02, 0.01] 1.076041e-05 -9.796362e-05 -0.003280 6.563854e-01 0.01 0.072968
972 x18 x46 pearson two-sided 18398 -0.261058 [-0.27, -0.25] 6.815121e-02 6.804989e-02 -0.267243 2.465640e-284 7.863e+279 1.000000
973 x18 x47 pearson two-sided 18398 0.399766 [0.39, 0.41] 1.598125e-01 1.597211e-01 0.423370 0.000000e+00 inf 1.000000
974 x18 x48 pearson two-sided 18398 0.039059 [0.02, 0.05] 1.525582e-03 1.417023e-03 0.039079 1.160854e-07 1.158e+04 0.999582
975 x18 x49 pearson two-sided 18398 -0.569213 [-0.58, -0.56] 3.240030e-01 3.239295e-01 -0.646357 0.000000e+00 inf 1.000000
976 x18 x50 pearson two-sided 18398 -0.362603 [-0.38, -0.35] 1.314812e-01 1.313868e-01 -0.379880 0.000000e+00 inf 1.000000
977 x18 x51 pearson two-sided 18398 -0.054197 [-0.07, -0.04] 2.937343e-03 2.828937e-03 -0.054250 1.892450e-13 5.191e+09 1.000000
978 x18 x52 pearson two-sided 18398 -0.305970 [-0.32, -0.29] 9.361793e-02 9.351938e-02 -0.316094 0.000000e+00 inf 1.000000
979 x18 x53 pearson two-sided 18398 0.170239 [0.16, 0.18] 2.898131e-02 2.887573e-02 0.171913 1.140515e-119 2.713e+115 1.000000
980 x18 x54 pearson two-sided 18398 0.199701 [0.19, 0.21] 3.988066e-02 3.977627e-02 0.202422 7.869848e-165 3.316e+160 1.000000
981 x18 x55 pearson two-sided 18398 0.282306 [0.27, 0.3] 7.969681e-02 7.959675e-02 0.290186 0.000000e+00 inf 1.000000
982 x18 x56 pearson two-sided 18398 -0.299464 [-0.31, -0.29] 8.967872e-02 8.957974e-02 -0.308931 0.000000e+00 inf 1.000000
983 x18 x57 pearson two-sided 18398 -0.410495 [-0.42, -0.4] 1.685064e-01 1.684160e-01 -0.436207 0.000000e+00 inf 1.000000
984 x18 x58 pearson two-sided 18398 0.115792 [0.1, 0.13] 1.340782e-02 1.330056e-02 0.116314 6.059542e-56 7.613e+51 1.000000
985 x18 x59 pearson two-sided 18398 -0.071142 [-0.09, -0.06] 5.061126e-03 4.952951e-03 -0.071262 4.407696e-22 1.707e+18 1.000000
986 x18 x60 pearson two-sided 18398 -0.237194 [-0.25, -0.22] 5.626079e-02 5.615819e-02 -0.241798 1.209883e-233 1.786e+229 1.000000
987 x18 x61 pearson two-sided 18398 -0.160879 [-0.17, -0.15] 2.588218e-02 2.577627e-02 -0.162289 6.466236e-107 5.079e+102 1.000000
988 x19 x20 pearson two-sided 18398 0.316331 [0.3, 0.33] 1.000653e-01 9.996747e-02 0.327565 0.000000e+00 inf 1.000000
989 x19 x21 pearson two-sided 18398 -0.194743 [-0.21, -0.18] 3.792467e-02 3.782007e-02 -0.197262 1.087950e-156 2.465e+152 1.000000
990 x19 x22 pearson two-sided 18398 -0.543331 [-0.55, -0.53] 2.952084e-01 2.951318e-01 -0.608870 0.000000e+00 inf 1.000000
991 x19 x23 pearson two-sided 18398 -0.290810 [-0.3, -0.28] 8.457053e-02 8.447100e-02 -0.299451 0.000000e+00 inf 1.000000
992 x19 x24 pearson two-sided 18398 0.112250 [0.1, 0.13] 1.260002e-02 1.249266e-02 0.112725 1.162059e-52 4.097e+48 1.000000
993 x19 x25 pearson two-sided 18398 0.118595 [0.1, 0.13] 1.406475e-02 1.395755e-02 0.119156 1.292407e-58 3.483e+54 1.000000
994 x19 x26 pearson two-sided 18398 0.202394 [0.19, 0.22] 4.096353e-02 4.085926e-02 0.205228 2.411503e-169 1.067e+165 1.000000
995 x19 x27 pearson two-sided 18398 -0.026423 [-0.04, -0.01] 6.981606e-04 5.895113e-04 -0.026429 3.379306e-04 5.692 0.947879
996 x19 x28 pearson two-sided 18398 0.151325 [0.14, 0.17] 2.289938e-02 2.279315e-02 0.152497 1.122607e-94 3.119e+90 1.000000
997 x19 x29 pearson two-sided 18398 -0.021696 [-0.04, -0.01] 4.707004e-04 3.620263e-04 -0.021699 3.251273e-03 0.702 0.837224
998 x19 x30 pearson two-sided 18398 0.641162 [0.63, 0.65] 4.110881e-01 4.110241e-01 0.760144 0.000000e+00 inf 1.000000
999 x19 x31 pearson two-sided 18398 -0.000933 [-0.02, 0.01] 8.711831e-07 -1.078539e-04 -0.000933 8.992623e-01 0.009 0.051837
1000 x19 x32 pearson two-sided 18398 0.076525 [0.06, 0.09] 5.856000e-03 5.747912e-03 0.076674 2.633143e-25 2.658e+21 1.000000
1001 x19 x33 pearson two-sided 18398 0.602571 [0.59, 0.61] 3.630912e-01 3.630220e-01 0.697173 0.000000e+00 inf 1.000000
1002 x19 x34 pearson two-sided 18398 -0.051362 [-0.07, -0.04] 2.638019e-03 2.529581e-03 -0.051407 3.151847e-12 3.284e+08 1.000000
1003 x19 x35 pearson two-sided 18398 0.432048 [0.42, 0.44] 1.866657e-01 1.865773e-01 0.462412 0.000000e+00 inf 1.000000
1004 x19 x36 pearson two-sided 18398 0.048710 [0.03, 0.06] 2.372709e-03 2.264242e-03 0.048749 3.829597e-11 2.845e+07 0.999998
1005 x19 x37 pearson two-sided 18398 -0.293860 [-0.31, -0.28] 8.635356e-02 8.625422e-02 -0.302786 0.000000e+00 inf 1.000000
1006 x19 x38 pearson two-sided 18398 -0.008339 [-0.02, 0.01] 6.953470e-05 -3.918294e-05 -0.008339 2.580534e-01 0.018 0.204565
1007 x19 x39 pearson two-sided 18398 0.005594 [-0.01, 0.02] 3.129656e-05 -7.742523e-05 0.005594 4.479929e-01 0.012 0.118114
1008 x19 x40 pearson two-sided 18398 -0.007513 [-0.02, 0.01] 5.644809e-05 -5.227097e-05 -0.007513 3.081892e-01 0.016 0.174818
1009 x19 x41 pearson two-sided 18398 -0.001299 [-0.02, 0.01] 1.686419e-06 -1.070386e-04 -0.001299 8.601901e-01 0.009 0.053560
1010 x19 x42 pearson two-sided 18398 -0.097745 [-0.11, -0.08] 9.554043e-03 9.446356e-03 -0.098058 2.682954e-40 2.042e+36 1.000000
1011 x19 x43 pearson two-sided 18398 -0.126287 [-0.14, -0.11] 1.594848e-02 1.584149e-02 -0.126965 2.784969e-66 1.516e+62 1.000000
1012 x19 x44 pearson two-sided 18398 0.630372 [0.62, 0.64] 3.973692e-01 3.973036e-01 0.742034 0.000000e+00 inf 1.000000
1013 x19 x45 pearson two-sided 18398 -0.019233 [-0.03, -0.0] 3.699186e-04 2.612336e-04 -0.019236 9.084718e-03 0.278 0.741831
1014 x19 x46 pearson two-sided 18398 0.242303 [0.23, 0.26] 5.871093e-02 5.860858e-02 0.247220 4.888266e-244 4.316e+239 1.000000
1015 x19 x47 pearson two-sided 18398 -0.290377 [-0.3, -0.28] 8.431856e-02 8.421900e-02 -0.298977 0.000000e+00 inf 1.000000
1016 x19 x48 pearson two-sided 18398 -0.008203 [-0.02, 0.01] 6.729514e-05 -4.142274e-05 -0.008204 2.658627e-01 0.017 0.199472
1017 x19 x49 pearson two-sided 18398 0.523324 [0.51, 0.53] 2.738675e-01 2.737886e-01 0.580906 0.000000e+00 inf 1.000000
1018 x19 x50 pearson two-sided 18398 0.312534 [0.3, 0.33] 9.767746e-02 9.757935e-02 0.323351 0.000000e+00 inf 1.000000
1019 x19 x51 pearson two-sided 18398 0.069666 [0.06, 0.08] 4.853410e-03 4.745212e-03 0.069779 3.069085e-21 2.503e+17 1.000000
1020 x19 x52 pearson two-sided 18398 0.268389 [0.25, 0.28] 7.203266e-02 7.193176e-02 0.275127 5.084116e-301 3.694e+296 1.000000
1021 x19 x53 pearson two-sided 18398 0.179593 [0.17, 0.19] 3.225382e-02 3.214860e-02 0.181563 3.536123e-133 8.27e+128 1.000000
1022 x19 x54 pearson two-sided 18398 -0.132393 [-0.15, -0.12] 1.752792e-02 1.742110e-02 -0.133175 1.018045e-72 3.95e+68 1.000000
1023 x19 x55 pearson two-sided 18398 -0.166212 [-0.18, -0.15] 2.762630e-02 2.752058e-02 -0.167768 4.343834e-114 7.307e+109 1.000000
1024 x19 x56 pearson two-sided 18398 0.271735 [0.26, 0.29] 7.383971e-02 7.373901e-02 0.278736 8.211043e-309 2.255e+304 1.000000
1025 x19 x57 pearson two-sided 18398 0.368330 [0.36, 0.38] 1.356670e-01 1.355730e-01 0.386490 0.000000e+00 inf 1.000000
1026 x19 x58 pearson two-sided 18398 -0.070883 [-0.09, -0.06] 5.024354e-03 4.916175e-03 -0.071002 6.214388e-22 1.215e+18 1.000000
1027 x19 x59 pearson two-sided 18398 0.076100 [0.06, 0.09] 5.791151e-03 5.683055e-03 0.076247 4.824096e-25 1.459e+21 1.000000
1028 x19 x60 pearson two-sided 18398 0.330151 [0.32, 0.34] 1.089997e-01 1.089028e-01 0.342998 0.000000e+00 inf 1.000000
1029 x19 x61 pearson two-sided 18398 -0.374144 [-0.39, -0.36] 1.399836e-01 1.398901e-01 -0.393233 0.000000e+00 inf 1.000000
1030 x20 x21 pearson two-sided 18398 0.044091 [0.03, 0.06] 1.943992e-03 1.835478e-03 0.044119 2.191528e-09 5.469e+05 0.999971
1031 x20 x22 pearson two-sided 18398 -0.277623 [-0.29, -0.26] 7.707450e-02 7.697416e-02 -0.285105 8.893182e-323 inf 1.000000
1032 x20 x23 pearson two-sided 18398 -0.153661 [-0.17, -0.14] 2.361185e-02 2.350569e-02 -0.154888 1.348376e-97 2.556e+93 1.000000
1033 x20 x24 pearson two-sided 18398 0.106375 [0.09, 0.12] 1.131572e-02 1.120823e-02 0.106779 1.908798e-47 2.634e+43 1.000000
1034 x20 x25 pearson two-sided 18398 0.054426 [0.04, 0.07] 2.962177e-03 2.853774e-03 0.054480 1.498861e-13 6.528e+09 1.000000
1035 x20 x26 pearson two-sided 18398 0.284733 [0.27, 0.3] 8.107301e-02 8.097310e-02 0.292825 0.000000e+00 inf 1.000000
1036 x20 x27 pearson two-sided 18398 0.069195 [0.05, 0.08] 4.787962e-03 4.679757e-03 0.069306 5.657199e-21 1.367e+17 1.000000
1037 x20 x28 pearson two-sided 18398 0.195133 [0.18, 0.21] 3.807697e-02 3.797239e-02 0.197668 2.531144e-157 1.057e+153 1.000000
1038 x20 x29 pearson two-sided 18398 0.114557 [0.1, 0.13] 1.312320e-02 1.301590e-02 0.115062 8.695714e-55 5.363e+50 1.000000
1039 x20 x30 pearson two-sided 18398 0.339663 [0.33, 0.35] 1.153707e-01 1.152746e-01 0.353711 0.000000e+00 inf 1.000000
1040 x20 x31 pearson two-sided 18398 0.002064 [-0.01, 0.02] 4.261757e-06 -1.044630e-04 0.002064 7.794812e-01 0.01 0.059028
1041 x20 x32 pearson two-sided 18398 0.028565 [0.01, 0.04] 8.159330e-04 7.072965e-04 0.028572 1.066249e-04 16.827 0.972276
1042 x20 x33 pearson two-sided 18398 0.338293 [0.33, 0.35] 1.144425e-01 1.143462e-01 0.352164 0.000000e+00 inf 1.000000
1043 x20 x34 pearson two-sided 18398 0.042160 [0.03, 0.06] 1.777485e-03 1.668953e-03 0.042185 1.060637e-08 1.179e+05 0.999916
1044 x20 x35 pearson two-sided 18398 0.299522 [0.29, 0.31] 8.971330e-02 8.961432e-02 0.308994 0.000000e+00 inf 1.000000
1045 x20 x36 pearson two-sided 18398 -0.008425 [-0.02, 0.01] 7.098460e-05 -3.773288e-05 -0.008425 2.531486e-01 0.018 0.207862
1046 x20 x37 pearson two-sided 18398 -0.171372 [-0.19, -0.16] 2.936834e-02 2.926280e-02 -0.173080 2.895526e-121 1.061e+117 1.000000
1047 x20 x38 pearson two-sided 18398 -0.047020 [-0.06, -0.03] 2.210840e-03 2.102356e-03 -0.047054 1.761716e-10 6.397e+06 0.999995
1048 x20 x39 pearson two-sided 18398 -0.062858 [-0.08, -0.05] 3.951172e-03 3.842876e-03 -0.062941 1.414731e-17 6.008e+13 1.000000
1049 x20 x40 pearson two-sided 18398 -0.005523 [-0.02, 0.01] 3.049986e-05 -7.822202e-05 -0.005523 4.538299e-01 0.012 0.116338
1050 x20 x41 pearson two-sided 18398 0.014224 [-0.0, 0.03] 2.023356e-04 9.363236e-05 0.014225 5.368585e-02 0.059 0.487864
1051 x20 x42 pearson two-sided 18398 -0.189940 [-0.2, -0.18] 3.607707e-02 3.597227e-02 -0.192275 5.146462e-149 5.352e+144 1.000000
1052 x20 x43 pearson two-sided 18398 -0.053862 [-0.07, -0.04] 2.901148e-03 2.792738e-03 -0.053914 2.658488e-13 3.718e+09 1.000000
1053 x20 x44 pearson two-sided 18398 0.472576 [0.46, 0.48] 2.233280e-01 2.232436e-01 0.513382 0.000000e+00 inf 1.000000
1054 x20 x45 pearson two-sided 18398 0.002035 [-0.01, 0.02] 4.141032e-06 -1.045837e-04 0.002035 7.825474e-01 0.01 0.058771
1055 x20 x46 pearson two-sided 18398 0.125688 [0.11, 0.14] 1.579739e-02 1.569038e-02 0.126356 1.148603e-65 3.693e+61 1.000000
1056 x20 x47 pearson two-sided 18398 -0.166725 [-0.18, -0.15] 2.779713e-02 2.769143e-02 -0.168296 8.604239e-115 3.677e+110 1.000000
1057 x20 x48 pearson two-sided 18398 -0.000314 [-0.01, 0.01] 9.882961e-08 -1.086264e-04 -0.000314 9.659899e-01 0.009 0.050207
1058 x20 x49 pearson two-sided 18398 0.230572 [0.22, 0.24] 5.316327e-02 5.306032e-02 0.234793 1.530023e-220 1.457e+216 1.000000
1059 x20 x50 pearson two-sided 18398 0.128215 [0.11, 0.14] 1.643904e-02 1.633210e-02 0.128924 2.795303e-68 1.487e+64 1.000000
1060 x20 x51 pearson two-sided 18398 0.022330 [0.01, 0.04] 4.986203e-04 3.899493e-04 0.022334 2.453894e-03 0.907 0.857503
1061 x20 x52 pearson two-sided 18398 0.161646 [0.15, 0.18] 2.612946e-02 2.602357e-02 0.163076 6.229266e-108 5.246e+103 1.000000
1062 x20 x53 pearson two-sided 18398 -0.003349 [-0.02, 0.01] 1.121337e-05 -9.751061e-05 -0.003349 6.497015e-01 0.01 0.073947
1063 x20 x54 pearson two-sided 18398 -0.089518 [-0.1, -0.08] 8.013402e-03 7.905548e-03 -0.089758 4.733477e-34 1.264e+30 1.000000
1064 x20 x55 pearson two-sided 18398 -0.184910 [-0.2, -0.17] 3.419166e-02 3.408665e-02 -0.187062 3.380097e-141 8.387e+136 1.000000
1065 x20 x56 pearson two-sided 18398 0.172155 [0.16, 0.19] 2.963727e-02 2.953177e-02 0.173886 2.253205e-122 1.357e+118 1.000000
1066 x20 x57 pearson two-sided 18398 0.134308 [0.12, 0.15] 1.803870e-02 1.793194e-02 0.135125 8.398746e-75 4.718e+70 1.000000
1067 x20 x58 pearson two-sided 18398 -0.005803 [-0.02, 0.01] 3.367628e-05 -7.504526e-05 -0.005803 4.312323e-01 0.013 0.123430
1068 x20 x59 pearson two-sided 18398 0.023297 [0.01, 0.04] 5.427686e-04 4.341024e-04 0.023302 1.576313e-03 1.362 0.885022
1069 x20 x60 pearson two-sided 18398 0.110492 [0.1, 0.12] 1.220854e-02 1.210114e-02 0.110945 4.523552e-51 1.07e+47 1.000000
1070 x20 x61 pearson two-sided 18398 0.013562 [-0.0, 0.03] 1.839356e-04 7.523043e-05 0.013563 6.583613e-02 0.05 0.452163
1071 x21 x22 pearson two-sided 18398 0.402740 [0.39, 0.41] 1.621991e-01 1.621081e-01 0.426915 0.000000e+00 inf 1.000000
1072 x21 x23 pearson two-sided 18398 0.293026 [0.28, 0.31] 8.586438e-02 8.576499e-02 0.301874 0.000000e+00 inf 1.000000
1073 x21 x24 pearson two-sided 18398 0.024466 [0.01, 0.04] 5.985978e-04 4.899377e-04 0.024471 9.038712e-04 2.277 0.912942
1074 x21 x25 pearson two-sided 18398 0.025256 [0.01, 0.04] 6.378624e-04 5.292065e-04 0.025261 6.125189e-04 3.268 0.928712
1075 x21 x26 pearson two-sided 18398 0.039413 [0.02, 0.05] 1.553410e-03 1.444854e-03 0.039434 8.907544e-08 1.497e+04 0.999649
1076 x21 x27 pearson two-sided 18398 0.100746 [0.09, 0.12] 1.014973e-02 1.004211e-02 0.101089 1.028932e-42 5.163e+38 1.000000
1077 x21 x28 pearson two-sided 18398 0.026533 [0.01, 0.04] 7.039804e-04 5.953317e-04 0.026539 3.191310e-04 6.005 0.949450
1078 x21 x29 pearson two-sided 18398 -0.107634 [-0.12, -0.09] 1.158513e-02 1.147766e-02 -0.108053 1.538338e-48 3.23e+44 1.000000
1079 x21 x30 pearson two-sided 18398 -0.355231 [-0.37, -0.34] 1.261889e-01 1.260939e-01 -0.371417 0.000000e+00 inf 1.000000
1080 x21 x31 pearson two-sided 18398 0.011775 [-0.0, 0.03] 1.386490e-04 2.993888e-05 0.011775 1.102458e-01 0.033 0.358549
1081 x21 x32 pearson two-sided 18398 0.030741 [0.02, 0.05] 9.449975e-04 8.363750e-04 0.030750 3.041161e-05 55.204 0.986474
1082 x21 x33 pearson two-sided 18398 -0.272119 [-0.29, -0.26] 7.404862e-02 7.394794e-02 -0.279151 1.029515e-309 1.795e+305 1.000000
1083 x21 x34 pearson two-sided 18398 -0.178083 [-0.19, -0.16] 3.171349e-02 3.160821e-02 -0.180002 6.052623e-131 4.875e+126 1.000000
1084 x21 x35 pearson two-sided 18398 -0.077934 [-0.09, -0.06] 6.073764e-03 5.965699e-03 -0.078093 3.448077e-26 1.993e+22 1.000000
1085 x21 x36 pearson two-sided 18398 -0.023274 [-0.04, -0.01] 5.416602e-04 4.329939e-04 -0.023278 1.593875e-03 1.348 0.884394
1086 x21 x37 pearson two-sided 18398 0.176904 [0.16, 0.19] 3.129516e-02 3.118984e-02 0.178785 3.237736e-129 9.178e+124 1.000000
1087 x21 x38 pearson two-sided 18398 -0.007069 [-0.02, 0.01] 4.997017e-05 -5.874960e-05 -0.007069 3.376722e-01 0.015 0.160127
1088 x21 x39 pearson two-sided 18398 0.009200 [-0.01, 0.02] 8.464038e-05 -2.407561e-05 0.009200 2.120950e-01 0.02 0.238864
1089 x21 x40 pearson two-sided 18398 -0.019728 [-0.03, -0.01] 3.891749e-04 2.804920e-04 -0.019730 7.452809e-03 0.331 0.763023
1090 x21 x41 pearson two-sided 18398 0.004635 [-0.01, 0.02] 2.148715e-05 -8.723571e-05 0.004635 5.295416e-01 0.011 0.096370
1091 x21 x42 pearson two-sided 18398 0.108517 [0.09, 0.12] 1.177587e-02 1.166842e-02 0.108946 2.585751e-49 1.906e+45 1.000000
1092 x21 x43 pearson two-sided 18398 0.206146 [0.19, 0.22] 4.249616e-02 4.239205e-02 0.209143 9.669943e-176 2.608e+171 1.000000
1093 x21 x44 pearson two-sided 18398 -0.119008 [-0.13, -0.1] 1.416291e-02 1.405572e-02 -0.119575 5.154544e-59 8.703e+54 1.000000
1094 x21 x45 pearson two-sided 18398 -0.032925 [-0.05, -0.02] 1.084043e-03 9.754360e-04 -0.032937 7.939691e-06 198.568 0.993917
1095 x21 x46 pearson two-sided 18398 0.016374 [0.0, 0.03] 2.681213e-04 1.594252e-04 0.016376 2.635028e-02 0.109 0.603014
1096 x21 x47 pearson two-sided 18398 0.258125 [0.24, 0.27] 6.662855e-02 6.652706e-02 0.264099 8.295370e-278 2.368e+273 1.000000
1097 x21 x48 pearson two-sided 18398 -0.214895 [-0.23, -0.2] 4.618002e-02 4.607631e-02 -0.218298 3.706548e-191 6.502e+186 1.000000
1098 x21 x49 pearson two-sided 18398 -0.316038 [-0.33, -0.3] 9.987981e-02 9.978194e-02 -0.327239 0.000000e+00 inf 1.000000
1099 x21 x50 pearson two-sided 18398 -0.346024 [-0.36, -0.33] 1.197329e-01 1.196372e-01 -0.360920 0.000000e+00 inf 1.000000
1100 x21 x51 pearson two-sided 18398 0.042783 [0.03, 0.06] 1.830400e-03 1.721874e-03 0.042809 6.423547e-09 1.92e+05 0.999940
1101 x21 x52 pearson two-sided 18398 -0.315782 [-0.33, -0.3] 9.971826e-02 9.962038e-02 -0.326955 0.000000e+00 inf 1.000000
1102 x21 x53 pearson two-sided 18398 -0.011163 [-0.03, 0.0] 1.246219e-04 1.591022e-05 -0.011164 1.299900e-01 0.029 0.328129
1103 x21 x54 pearson two-sided 18398 -0.065821 [-0.08, -0.05] 4.332364e-03 4.224110e-03 -0.065916 4.000463e-19 2.031e+15 1.000000
1104 x21 x55 pearson two-sided 18398 -0.079615 [-0.09, -0.07] 6.338477e-03 6.230441e-03 -0.079783 2.913616e-27 2.309e+23 1.000000
1105 x21 x56 pearson two-sided 18398 -0.199844 [-0.21, -0.19] 3.993777e-02 3.983338e-02 -0.202570 4.550583e-165 5.731e+160 1.000000
1106 x21 x57 pearson two-sided 18398 -0.315491 [-0.33, -0.3] 9.953437e-02 9.943646e-02 -0.326631 0.000000e+00 inf 1.000000
1107 x21 x58 pearson two-sided 18398 0.198511 [0.18, 0.21] 3.940665e-02 3.930221e-02 0.201182 7.416846e-163 3.542e+158 1.000000
1108 x21 x59 pearson two-sided 18398 0.037449 [0.02, 0.05] 1.402401e-03 1.293828e-03 0.037466 3.755684e-07 3724.586 0.999101
1109 x21 x60 pearson two-sided 18398 -0.123950 [-0.14, -0.11] 1.536349e-02 1.525644e-02 -0.124590 6.712383e-64 6.411e+59 1.000000
1110 x21 x61 pearson two-sided 18398 0.011437 [-0.0, 0.03] 1.308025e-04 2.209154e-05 0.011437 1.208450e-01 0.031 0.341604
1111 x22 x23 pearson two-sided 18398 0.646328 [0.64, 0.65] 4.177399e-01 4.176766e-01 0.768966 0.000000e+00 inf 1.000000
1112 x22 x24 pearson two-sided 18398 -0.390779 [-0.4, -0.38] 1.527085e-01 1.526164e-01 -0.412719 0.000000e+00 inf 1.000000
1113 x22 x25 pearson two-sided 18398 -0.046158 [-0.06, -0.03] 2.130575e-03 2.022082e-03 -0.046191 3.757803e-10 3.053e+06 0.999992
1114 x22 x26 pearson two-sided 18398 -0.034968 [-0.05, -0.02] 1.222759e-03 1.114167e-03 -0.034982 2.093758e-06 712.213 0.997321
1115 x22 x27 pearson two-sided 18398 0.129856 [0.12, 0.14] 1.686256e-02 1.675567e-02 0.130593 5.253948e-70 7.808e+65 1.000000
1116 x22 x28 pearson two-sided 18398 0.001405 [-0.01, 0.02] 1.975093e-06 -1.067499e-04 0.001405 8.488298e-01 0.009 0.054172
1117 x22 x29 pearson two-sided 18398 0.026983 [0.01, 0.04] 7.280829e-04 6.194368e-04 0.026990 2.518489e-04 7.496 0.955498
1118 x22 x30 pearson two-sided 18398 -0.830681 [-0.84, -0.83] 6.900302e-01 6.899965e-01 -1.190328 0.000000e+00 inf 1.000000
1119 x22 x31 pearson two-sided 18398 -0.007428 [-0.02, 0.01] 5.516883e-05 -5.355036e-05 -0.007428 3.137351e-01 0.015 0.171914
1120 x22 x32 pearson two-sided 18398 -0.018157 [-0.03, -0.0] 3.296902e-04 2.210009e-04 -0.018159 1.378230e-02 0.192 0.692529
1121 x22 x33 pearson two-sided 18398 -0.754131 [-0.76, -0.75] 5.687131e-01 5.686662e-01 -0.982464 0.000000e+00 inf 1.000000
1122 x22 x34 pearson two-sided 18398 -0.012074 [-0.03, 0.0] 1.457858e-04 3.707645e-05 -0.012075 1.014883e-01 0.035 0.373793
1123 x22 x35 pearson two-sided 18398 -0.376082 [-0.39, -0.36] 1.414376e-01 1.413442e-01 -0.395488 0.000000e+00 inf 1.000000
1124 x22 x36 pearson two-sided 18398 0.026501 [0.01, 0.04] 7.023109e-04 5.936621e-04 0.026507 3.244133e-04 5.913 0.949004
1125 x22 x37 pearson two-sided 18398 0.503555 [0.49, 0.51] 2.535677e-01 2.534866e-01 0.554058 0.000000e+00 inf 1.000000
1126 x22 x38 pearson two-sided 18398 0.016404 [0.0, 0.03] 2.690874e-04 1.603915e-04 0.016405 2.608065e-02 0.11 0.604555
1127 x22 x39 pearson two-sided 18398 0.037332 [0.02, 0.05] 1.393684e-03 1.285111e-03 0.037349 4.081515e-07 3437.274 0.999051
1128 x22 x40 pearson two-sided 18398 0.083916 [0.07, 0.1] 7.041821e-03 6.933861e-03 0.084113 4.105922e-30 1.555e+26 1.000000
1129 x22 x41 pearson two-sided 18398 -0.005228 [-0.02, 0.01] 2.733709e-05 -8.138513e-05 -0.005229 4.782346e-01 0.012 0.109303
1130 x22 x42 pearson two-sided 18398 0.105505 [0.09, 0.12] 1.113127e-02 1.102376e-02 0.105899 1.070181e-46 4.738e+42 1.000000
1131 x22 x43 pearson two-sided 18398 0.272047 [0.26, 0.29] 7.400965e-02 7.390897e-02 0.279073 1.516591e-309 1.219e+305 1.000000
1132 x22 x44 pearson two-sided 18398 -0.554228 [-0.56, -0.54] 3.071687e-01 3.070933e-01 -0.624463 0.000000e+00 inf 1.000000
1133 x22 x45 pearson two-sided 18398 -0.042534 [-0.06, -0.03] 1.809172e-03 1.700643e-03 -0.042560 7.854697e-09 1.579e+05 0.999931
1134 x22 x46 pearson two-sided 18398 -0.234507 [-0.25, -0.22] 5.499350e-02 5.489075e-02 -0.238953 2.807261e-228 7.795e+223 1.000000
1135 x22 x47 pearson two-sided 18398 0.404242 [0.39, 0.42] 1.634118e-01 1.633208e-01 0.428710 0.000000e+00 inf 1.000000
1136 x22 x48 pearson two-sided 18398 0.039298 [0.02, 0.05] 1.544354e-03 1.435797e-03 0.039319 9.709149e-08 1.377e+04 0.999628
1137 x22 x49 pearson two-sided 18398 -0.600182 [-0.61, -0.59] 3.602190e-01 3.601494e-01 -0.693432 0.000000e+00 inf 1.000000
1138 x22 x50 pearson two-sided 18398 -0.382125 [-0.39, -0.37] 1.460197e-01 1.459268e-01 -0.402546 0.000000e+00 inf 1.000000
1139 x22 x51 pearson two-sided 18398 -0.001715 [-0.02, 0.01] 2.940335e-06 -1.057845e-04 -0.001715 8.160950e-01 0.009 0.056218
1140 x22 x52 pearson two-sided 18398 -0.353233 [-0.37, -0.34] 1.247734e-01 1.246783e-01 -0.369133 0.000000e+00 inf 1.000000
1141 x22 x53 pearson two-sided 18398 0.108311 [0.09, 0.12] 1.173129e-02 1.162384e-02 0.108738 3.922779e-49 1.259e+45 1.000000
1142 x22 x54 pearson two-sided 18398 0.182832 [0.17, 0.2] 3.342744e-02 3.332235e-02 0.184911 4.936414e-138 5.812e+133 1.000000
1143 x22 x55 pearson two-sided 18398 0.219547 [0.21, 0.23] 4.820073e-02 4.809724e-02 0.223180 1.224308e-199 1.923e+195 1.000000
1144 x22 x56 pearson two-sided 18398 -0.379610 [-0.39, -0.37] 1.441038e-01 1.440107e-01 -0.399604 0.000000e+00 inf 1.000000
1145 x22 x57 pearson two-sided 18398 -0.451967 [-0.46, -0.44] 2.042740e-01 2.041875e-01 -0.487169 0.000000e+00 inf 1.000000
1146 x22 x58 pearson two-sided 18398 0.013068 [-0.0, 0.03] 1.707691e-04 6.206247e-05 0.013069 7.631651e-02 0.044 0.425748
1147 x22 x59 pearson two-sided 18398 -0.019342 [-0.03, -0.0] 3.740953e-04 2.654108e-04 -0.019344 8.702147e-03 0.289 0.746556
1148 x22 x60 pearson two-sided 18398 -0.240845 [-0.25, -0.23] 5.800610e-02 5.790368e-02 -0.245670 4.805972e-241 4.42e+236 1.000000
1149 x22 x61 pearson two-sided 18398 -0.037651 [-0.05, -0.02] 1.417594e-03 1.309023e-03 -0.037669 3.248813e-07 4283.995 0.999181
1150 x23 x24 pearson two-sided 18398 -0.382933 [-0.4, -0.37] 1.466375e-01 1.465447e-01 -0.403492 0.000000e+00 inf 1.000000
1151 x23 x25 pearson two-sided 18398 -0.034553 [-0.05, -0.02] 1.193929e-03 1.085334e-03 -0.034567 2.760754e-06 546.156 0.996818
1152 x23 x26 pearson two-sided 18398 0.091210 [0.08, 0.11] 8.319230e-03 8.211409e-03 0.091464 2.725343e-35 2.155e+31 1.000000
1153 x23 x27 pearson two-sided 18398 0.217688 [0.2, 0.23] 4.738803e-02 4.728446e-02 0.221228 3.169047e-196 7.498e+191 1.000000
1154 x23 x28 pearson two-sided 18398 0.357526 [0.34, 0.37] 1.278251e-01 1.277303e-01 0.374047 0.000000e+00 inf 1.000000
1155 x23 x29 pearson two-sided 18398 0.105057 [0.09, 0.12] 1.103699e-02 1.092946e-02 0.105446 2.583189e-46 1.971e+42 1.000000
1156 x23 x30 pearson two-sided 18398 -0.609870 [-0.62, -0.6] 3.719417e-01 3.718734e-01 -0.708715 0.000000e+00 inf 1.000000
1157 x23 x31 pearson two-sided 18398 -0.010773 [-0.03, 0.0] 1.160606e-04 7.348032e-06 -0.010774 1.439595e-01 0.027 0.309295
1158 x23 x32 pearson two-sided 18398 -0.023916 [-0.04, -0.01] 5.719664e-04 4.633034e-04 -0.023920 1.177947e-03 1.782 0.900498
1159 x23 x33 pearson two-sided 18398 -0.604240 [-0.61, -0.59] 3.651057e-01 3.650366e-01 -0.699798 0.000000e+00 inf 1.000000
1160 x23 x34 pearson two-sided 18398 0.030033 [0.02, 0.04] 9.019629e-04 7.933358e-04 0.030042 4.616208e-05 37.147 0.982770
1161 x23 x35 pearson two-sided 18398 -0.379887 [-0.39, -0.37] 1.443143e-01 1.442212e-01 -0.399928 0.000000e+00 inf 1.000000
1162 x23 x36 pearson two-sided 18398 0.266494 [0.25, 0.28] 7.101904e-02 7.091804e-02 0.273086 1.175515e-296 1.611e+292 1.000000
1163 x23 x37 pearson two-sided 18398 0.394384 [0.38, 0.41] 1.555390e-01 1.554472e-01 0.416981 0.000000e+00 inf 1.000000
1164 x23 x38 pearson two-sided 18398 0.063726 [0.05, 0.08] 4.061000e-03 3.952716e-03 0.063812 5.062733e-18 1.656e+14 1.000000
1165 x23 x39 pearson two-sided 18398 0.026023 [0.01, 0.04] 6.771735e-04 5.685220e-04 0.026028 4.155006e-04 4.692 0.941829
1166 x23 x40 pearson two-sided 18398 0.148167 [0.13, 0.16] 2.195359e-02 2.184725e-02 0.149266 8.396673e-91 4.263e+86 1.000000
1167 x23 x41 pearson two-sided 18398 -0.009620 [-0.02, 0.0] 9.254778e-05 -1.616736e-05 -0.009620 1.919560e-01 0.022 0.256740
1168 x23 x42 pearson two-sided 18398 0.113937 [0.1, 0.13] 1.298153e-02 1.287422e-02 0.114433 3.273706e-54 1.432e+50 1.000000
1169 x23 x43 pearson two-sided 18398 0.173956 [0.16, 0.19] 3.026056e-02 3.015512e-02 0.175743 6.048240e-125 5.001e+120 1.000000
1170 x23 x44 pearson two-sided 18398 -0.364559 [-0.38, -0.35] 1.329031e-01 1.328088e-01 -0.382133 0.000000e+00 inf 1.000000
1171 x23 x45 pearson two-sided 18398 0.001740 [-0.01, 0.02] 3.027704e-06 -1.056972e-04 0.001740 8.134323e-01 0.01 0.056404
1172 x23 x46 pearson two-sided 18398 0.038189 [0.02, 0.05] 1.458409e-03 1.349842e-03 0.038208 2.201312e-07 6238.884 0.999364
1173 x23 x47 pearson two-sided 18398 0.335719 [0.32, 0.35] 1.127072e-01 1.126108e-01 0.349260 0.000000e+00 inf 1.000000
1174 x23 x48 pearson two-sided 18398 -0.027096 [-0.04, -0.01] 7.342008e-04 6.255554e-04 -0.027103 2.371752e-04 7.93 0.956922
1175 x23 x49 pearson two-sided 18398 -0.376942 [-0.39, -0.36] 1.420852e-01 1.419919e-01 -0.396490 0.000000e+00 inf 1.000000
1176 x23 x50 pearson two-sided 18398 -0.639741 [-0.65, -0.63] 4.092685e-01 4.092042e-01 -0.757735 0.000000e+00 inf 1.000000
1177 x23 x51 pearson two-sided 18398 -0.001161 [-0.02, 0.01] 1.347254e-06 -1.073778e-04 -0.001161 8.749079e-01 0.009 0.052843
1178 x23 x52 pearson two-sided 18398 -0.613328 [-0.62, -0.6] 3.761707e-01 3.761029e-01 -0.714238 0.000000e+00 inf 1.000000
1179 x23 x53 pearson two-sided 18398 0.392962 [0.38, 0.41] 1.544190e-01 1.543270e-01 0.415298 0.000000e+00 inf 1.000000
1180 x23 x54 pearson two-sided 18398 0.296755 [0.28, 0.31] 8.806349e-02 8.796434e-02 0.305957 0.000000e+00 inf 1.000000
1181 x23 x55 pearson two-sided 18398 0.071523 [0.06, 0.09] 5.115537e-03 5.007368e-03 0.071645 2.651394e-22 2.822e+18 1.000000
1182 x23 x56 pearson two-sided 18398 -0.442257 [-0.45, -0.43] 1.955916e-01 1.955042e-01 -0.475034 0.000000e+00 inf 1.000000
1183 x23 x57 pearson two-sided 18398 -0.631688 [-0.64, -0.62] 3.990300e-01 3.989646e-01 -0.744220 0.000000e+00 inf 1.000000
1184 x23 x58 pearson two-sided 18398 -0.393230 [-0.41, -0.38] 1.546298e-01 1.545379e-01 -0.415615 0.000000e+00 inf 1.000000
1185 x23 x59 pearson two-sided 18398 -0.021718 [-0.04, -0.01] 4.716554e-04 3.629815e-04 -0.021721 3.220065e-03 0.708 0.837957
1186 x23 x60 pearson two-sided 18398 -0.137430 [-0.15, -0.12] 1.888693e-02 1.878026e-02 -0.138305 2.898699e-78 1.335e+74 1.000000
1187 x23 x61 pearson two-sided 18398 -0.041868 [-0.06, -0.03] 1.752969e-03 1.644435e-03 -0.041893 1.338209e-08 9.409e+04 0.999901
1188 x24 x25 pearson two-sided 18398 -0.071926 [-0.09, -0.06] 5.173321e-03 5.065158e-03 -0.072050 1.545476e-22 4.815e+18 1.000000
1189 x24 x26 pearson two-sided 18398 -0.189546 [-0.2, -0.18] 3.592771e-02 3.582289e-02 -0.191866 2.144509e-148 1.287e+144 1.000000
1190 x24 x27 pearson two-sided 18398 -0.227307 [-0.24, -0.21] 5.166859e-02 5.156548e-02 -0.231348 3.103530e-214 7.3e+209 1.000000
1191 x24 x28 pearson two-sided 18398 0.111579 [0.1, 0.13] 1.244977e-02 1.234240e-02 0.112045 4.738142e-52 1.011e+48 1.000000
1192 x24 x29 pearson two-sided 18398 -0.055109 [-0.07, -0.04] 3.036999e-03 2.928604e-03 -0.055165 7.425756e-14 1.302e+10 1.000000
1193 x24 x30 pearson two-sided 18398 0.349065 [0.34, 0.36] 1.218461e-01 1.217506e-01 0.364378 0.000000e+00 inf 1.000000
1194 x24 x31 pearson two-sided 18398 0.008488 [-0.01, 0.02] 7.204691e-05 -3.667046e-05 0.008488 2.496276e-01 0.018 0.210277
1195 x24 x32 pearson two-sided 18398 -0.081287 [-0.1, -0.07] 6.607587e-03 6.499581e-03 -0.081467 2.363445e-28 2.788e+24 1.000000
1196 x24 x33 pearson two-sided 18398 0.479089 [0.47, 0.49] 2.295265e-01 2.294428e-01 0.521802 0.000000e+00 inf 1.000000
1197 x24 x34 pearson two-sided 18398 -0.024026 [-0.04, -0.01] 5.772456e-04 4.685832e-04 -0.024031 1.117629e-03 1.871 0.903086
1198 x24 x35 pearson two-sided 18398 0.137246 [0.12, 0.15] 1.883654e-02 1.872987e-02 0.138118 4.654976e-78 8.324e+73 1.000000
1199 x24 x36 pearson two-sided 18398 -0.117928 [-0.13, -0.1] 1.390691e-02 1.379970e-02 -0.118479 5.666060e-58 7.991e+53 1.000000
1200 x24 x37 pearson two-sided 18398 -0.335050 [-0.35, -0.32] 1.122587e-01 1.121622e-01 -0.348506 0.000000e+00 inf 1.000000
1201 x24 x38 pearson two-sided 18398 -0.001618 [-0.02, 0.01] 2.616619e-06 -1.061083e-04 -0.001618 8.263425e-01 0.009 0.055531
1202 x24 x39 pearson two-sided 18398 -0.058983 [-0.07, -0.04] 3.478991e-03 3.370644e-03 -0.059052 1.177008e-15 7.686e+11 1.000000
1203 x24 x40 pearson two-sided 18398 -0.139544 [-0.15, -0.13] 1.947260e-02 1.936599e-02 -0.140461 1.175785e-80 3.24e+76 1.000000
1204 x24 x41 pearson two-sided 18398 0.001180 [-0.01, 0.02] 1.392549e-06 -1.073325e-04 0.001180 8.728401e-01 0.009 0.052939
1205 x24 x42 pearson two-sided 18398 -0.096485 [-0.11, -0.08] 9.309291e-03 9.201577e-03 -0.096786 2.637496e-39 2.104e+35 1.000000
1206 x24 x43 pearson two-sided 18398 -0.195629 [-0.21, -0.18] 3.827074e-02 3.816617e-02 -0.198184 3.958057e-158 6.742e+153 1.000000
1207 x24 x44 pearson two-sided 18398 0.088069 [0.07, 0.1] 7.756181e-03 7.648299e-03 0.088298 5.222069e-33 1.165e+29 1.000000
1208 x24 x45 pearson two-sided 18398 0.093477 [0.08, 0.11] 8.738011e-03 8.630236e-03 0.093751 5.465378e-37 1.048e+33 1.000000
1209 x24 x46 pearson two-sided 18398 0.097625 [0.08, 0.11] 9.530560e-03 9.422871e-03 0.097937 3.340800e-40 1.642e+36 1.000000
1210 x24 x47 pearson two-sided 18398 -0.470509 [-0.48, -0.46] 2.213785e-01 2.212939e-01 -0.510724 0.000000e+00 inf 1.000000
1211 x24 x48 pearson two-sided 18398 -0.180362 [-0.19, -0.17] 3.253063e-02 3.242544e-02 -0.182357 2.534681e-134 1.148e+130 1.000000
1212 x24 x49 pearson two-sided 18398 0.100242 [0.09, 0.11] 1.004854e-02 9.940903e-03 0.100580 2.647896e-42 2.017e+38 1.000000
1213 x24 x50 pearson two-sided 18398 -0.360495 [-0.37, -0.35] 1.299569e-01 1.298623e-01 -0.377455 0.000000e+00 inf 1.000000
1214 x24 x51 pearson two-sided 18398 -0.055600 [-0.07, -0.04] 3.091383e-03 2.982994e-03 -0.055658 4.457589e-14 2.15e+10 1.000000
1215 x24 x52 pearson two-sided 18398 -0.351885 [-0.36, -0.34] 1.238232e-01 1.237279e-01 -0.367594 0.000000e+00 inf 1.000000
1216 x24 x53 pearson two-sided 18398 -0.447695 [-0.46, -0.44] 2.004308e-01 2.003438e-01 -0.481814 0.000000e+00 inf 1.000000
1217 x24 x54 pearson two-sided 18398 -0.057901 [-0.07, -0.04] 3.352547e-03 3.244187e-03 -0.057966 3.849542e-15 2.393e+11 1.000000
1218 x24 x55 pearson two-sided 18398 -0.483968 [-0.49, -0.47] 2.342252e-01 2.341420e-01 -0.528153 0.000000e+00 inf 1.000000
1219 x24 x56 pearson two-sided 18398 0.054817 [0.04, 0.07] 3.004915e-03 2.896516e-03 0.054872 1.003514e-13 9.683e+09 1.000000
1220 x24 x57 pearson two-sided 18398 -0.369966 [-0.38, -0.36] 1.368748e-01 1.367809e-01 -0.388384 0.000000e+00 inf 1.000000
1221 x24 x58 pearson two-sided 18398 0.343878 [0.33, 0.36] 1.182521e-01 1.181563e-01 0.358484 0.000000e+00 inf 1.000000
1222 x24 x59 pearson two-sided 18398 -0.036864 [-0.05, -0.02] 1.358944e-03 1.250366e-03 -0.036881 5.687273e-07 2496.1 0.998826
1223 x24 x60 pearson two-sided 18398 0.060171 [0.05, 0.07] 3.620490e-03 3.512159e-03 0.060243 3.126923e-16 2.837e+12 1.000000
1224 x24 x61 pearson two-sided 18398 0.035252 [0.02, 0.05] 1.242685e-03 1.134095e-03 0.035266 1.729730e-06 855.651 0.997623
1225 x25 x26 pearson two-sided 18398 0.070262 [0.06, 0.08] 4.936698e-03 4.828509e-03 0.070378 1.409446e-21 5.404e+17 1.000000
1226 x25 x27 pearson two-sided 18398 0.016984 [0.0, 0.03] 2.884706e-04 1.797767e-04 0.016986 2.123593e-02 0.131 0.634541
1227 x25 x28 pearson two-sided 18398 0.007715 [-0.01, 0.02] 5.952125e-05 -4.919747e-05 0.007715 2.953758e-01 0.016 0.181798
1228 x25 x29 pearson two-sided 18398 -0.075453 [-0.09, -0.06] 5.693082e-03 5.584975e-03 -0.075596 1.205235e-24 5.888e+20 1.000000
1229 x25 x30 pearson two-sided 18398 0.077092 [0.06, 0.09] 5.943241e-03 5.835162e-03 0.077246 1.166151e-25 5.957e+21 1.000000
1230 x25 x31 pearson two-sided 18398 0.011320 [-0.0, 0.03] 1.281440e-04 1.943270e-05 0.011321 1.246880e-01 0.03 0.335821
1231 x25 x32 pearson two-sided 18398 0.996368 [1.0, 1.0] 9.927490e-01 9.927482e-01 3.154638 0.000000e+00 nan 1.000000
1232 x25 x33 pearson two-sided 18398 0.090113 [0.08, 0.1] 8.120403e-03 8.012561e-03 0.090358 1.743539e-34 3.409e+30 1.000000
1233 x25 x34 pearson two-sided 18398 -0.094778 [-0.11, -0.08] 8.982850e-03 8.875101e-03 -0.095063 5.557796e-38 1.017e+34 1.000000
1234 x25 x35 pearson two-sided 18398 0.188332 [0.17, 0.2] 3.546893e-02 3.536406e-02 0.190607 1.716392e-146 1.62e+142 1.000000
1235 x25 x36 pearson two-sided 18398 0.336065 [0.32, 0.35] 1.129399e-01 1.128435e-01 0.349650 0.000000e+00 inf 1.000000
1236 x25 x37 pearson two-sided 18398 0.559874 [0.55, 0.57] 3.134593e-01 3.133847e-01 0.632650 0.000000e+00 inf 1.000000
1237 x25 x38 pearson two-sided 18398 0.064931 [0.05, 0.08] 4.216034e-03 4.107767e-03 0.065022 1.187331e-18 6.934e+14 1.000000
1238 x25 x39 pearson two-sided 18398 0.085336 [0.07, 0.1] 7.282224e-03 7.174291e-03 0.085544 4.354876e-31 1.441e+27 1.000000
1239 x25 x40 pearson two-sided 18398 0.598274 [0.59, 0.61] 3.579322e-01 3.578624e-01 0.690455 0.000000e+00 inf 1.000000
1240 x25 x41 pearson two-sided 18398 -0.002953 [-0.02, 0.01] 8.721787e-06 -1.000025e-04 -0.002953 6.887496e-01 0.01 0.068574
1241 x25 x42 pearson two-sided 18398 0.010687 [-0.0, 0.03] 1.142224e-04 5.509583e-06 0.010688 1.471742e-01 0.026 0.305227
1242 x25 x43 pearson two-sided 18398 0.010029 [-0.0, 0.02] 1.005725e-04 -8.141715e-06 0.010029 1.737630e-01 0.023 0.274793
1243 x25 x44 pearson two-sided 18398 0.185258 [0.17, 0.2] 3.432057e-02 3.421557e-02 0.187422 9.883329e-142 2.862e+137 1.000000
1244 x25 x45 pearson two-sided 18398 -0.974888 [-0.98, -0.97] 9.504069e-01 9.504015e-01 -2.182464 0.000000e+00 nan 1.000000
1245 x25 x46 pearson two-sided 18398 0.050290 [0.04, 0.06] 2.529134e-03 2.420684e-03 0.050333 8.779127e-12 1.203e+08 0.999999
1246 x25 x47 pearson two-sided 18398 -0.046842 [-0.06, -0.03] 2.194167e-03 2.085680e-03 -0.046876 2.061862e-10 5.486e+06 0.999995
1247 x25 x48 pearson two-sided 18398 0.006707 [-0.01, 0.02] 4.497761e-05 -6.374270e-05 0.006707 3.630242e-01 0.014 0.148836
1248 x25 x49 pearson two-sided 18398 0.062436 [0.05, 0.08] 3.898279e-03 3.789978e-03 0.062518 2.320831e-17 3.687e+13 1.000000
1249 x25 x50 pearson two-sided 18398 0.112867 [0.1, 0.13] 1.273886e-02 1.263152e-02 0.113349 3.170624e-53 1.493e+49 1.000000
1250 x25 x51 pearson two-sided 18398 0.924826 [0.92, 0.93] 8.553036e-01 8.552879e-01 1.621394 0.000000e+00 inf 1.000000
1251 x25 x52 pearson two-sided 18398 0.110391 [0.1, 0.12] 1.218622e-02 1.207882e-02 0.110843 5.573587e-51 8.689e+46 1.000000
1252 x25 x53 pearson two-sided 18398 0.025587 [0.01, 0.04] 6.546996e-04 5.460456e-04 0.025593 5.186270e-04 3.815 0.934633
1253 x25 x54 pearson two-sided 18398 -0.070849 [-0.09, -0.06] 5.019631e-03 4.911451e-03 -0.070968 6.494746e-22 1.163e+18 1.000000
1254 x25 x55 pearson two-sided 18398 -0.028297 [-0.04, -0.01] 8.006945e-04 6.920563e-04 -0.028304 1.237230e-04 14.625 0.969875
1255 x25 x56 pearson two-sided 18398 0.006806 [-0.01, 0.02] 4.631637e-05 -6.240380e-05 0.006806 3.559780e-01 0.014 0.151861
1256 x25 x57 pearson two-sided 18398 0.123445 [0.11, 0.14] 1.523855e-02 1.513148e-02 0.124077 2.165187e-63 1.996e+59 1.000000
1257 x25 x58 pearson two-sided 18398 -0.023667 [-0.04, -0.01] 5.601132e-04 4.514489e-04 -0.023671 1.325661e-03 1.598 0.894458
1258 x25 x59 pearson two-sided 18398 0.993945 [0.99, 0.99] 9.879272e-01 9.879259e-01 2.898516 0.000000e+00 nan 1.000000
1259 x25 x60 pearson two-sided 18398 0.134720 [0.12, 0.15] 1.814958e-02 1.804283e-02 0.135544 2.963674e-75 1.333e+71 1.000000
1260 x25 x61 pearson two-sided 18398 0.004126 [-0.01, 0.02] 1.702225e-05 -9.170110e-05 0.004126 5.757625e-01 0.011 0.086575
1261 x26 x27 pearson two-sided 18398 0.717804 [0.71, 0.72] 5.152422e-01 5.151895e-01 0.903099 0.000000e+00 inf 1.000000
1262 x26 x28 pearson two-sided 18398 0.248388 [0.23, 0.26] 6.169662e-02 6.159461e-02 0.253694 9.717656e-257 2.111e+252 1.000000
1263 x26 x29 pearson two-sided 18398 0.343227 [0.33, 0.36] 1.178050e-01 1.177091e-01 0.357746 0.000000e+00 inf 1.000000
1264 x26 x30 pearson two-sided 18398 0.146520 [0.13, 0.16] 2.146817e-02 2.136178e-02 0.147582 8.148265e-89 4.444e+84 1.000000
1265 x26 x31 pearson two-sided 18398 0.005887 [-0.01, 0.02] 3.465911e-05 -7.406232e-05 0.005887 4.245875e-01 0.013 0.125629
1266 x26 x32 pearson two-sided 18398 0.046721 [0.03, 0.06] 2.182860e-03 2.074372e-03 0.046755 2.294014e-10 4.943e+06 0.999994
1267 x26 x33 pearson two-sided 18398 0.086373 [0.07, 0.1] 7.460282e-03 7.352368e-03 0.086589 8.265031e-32 7.504e+27 1.000000
1268 x26 x34 pearson two-sided 18398 -0.034758 [-0.05, -0.02] 1.208095e-03 1.099501e-03 -0.034772 2.409920e-06 622.252 0.997076
1269 x26 x35 pearson two-sided 18398 0.458929 [0.45, 0.47] 2.106154e-01 2.105296e-01 0.495953 0.000000e+00 inf 1.000000
1270 x26 x36 pearson two-sided 18398 0.333808 [0.32, 0.35] 1.114276e-01 1.113310e-01 0.347107 0.000000e+00 inf 1.000000
1271 x26 x37 pearson two-sided 18398 0.238552 [0.22, 0.25] 5.690722e-02 5.680469e-02 0.243239 2.203637e-236 9.743e+231 1.000000
1272 x26 x38 pearson two-sided 18398 -0.012064 [-0.03, 0.0] 1.455401e-04 3.683068e-05 -0.012065 1.017769e-01 0.035 0.373271
1273 x26 x39 pearson two-sided 18398 0.035339 [0.02, 0.05] 1.248841e-03 1.140251e-03 0.035354 1.630664e-06 905.551 0.997710
1274 x26 x40 pearson two-sided 18398 0.151655 [0.14, 0.17] 2.299919e-02 2.289297e-02 0.152834 4.377399e-95 7.981e+90 1.000000
1275 x26 x41 pearson two-sided 18398 -0.022725 [-0.04, -0.01] 5.164379e-04 4.077688e-04 -0.022729 2.051824e-03 1.069 0.869245
1276 x26 x42 pearson two-sided 18398 -0.042871 [-0.06, -0.03] 1.837931e-03 1.729406e-03 -0.042897 5.981223e-09 2.058e+05 0.999943
1277 x26 x43 pearson two-sided 18398 -0.048100 [-0.06, -0.03] 2.313629e-03 2.205156e-03 -0.048137 6.682789e-11 1.65e+07 0.999998
1278 x26 x44 pearson two-sided 18398 0.392539 [0.38, 0.4] 1.540868e-01 1.539949e-01 0.414798 0.000000e+00 inf 1.000000
1279 x26 x45 pearson two-sided 18398 -0.049514 [-0.06, -0.04] 2.451636e-03 2.343177e-03 -0.049555 1.820922e-11 5.889e+07 0.999999
1280 x26 x46 pearson two-sided 18398 0.091697 [0.08, 0.11] 8.408410e-03 8.300599e-03 0.091956 1.185468e-35 4.927e+31 1.000000
1281 x26 x47 pearson two-sided 18398 0.301875 [0.29, 0.31] 9.112839e-02 9.102957e-02 0.311581 0.000000e+00 inf 1.000000
1282 x26 x48 pearson two-sided 18398 -0.020727 [-0.04, -0.01] 4.296145e-04 3.209360e-04 -0.020730 4.930730e-03 0.481 0.802808
1283 x26 x49 pearson two-sided 18398 0.056622 [0.04, 0.07] 3.206095e-03 3.097718e-03 0.056683 1.519711e-14 6.195e+10 1.000000
1284 x26 x50 pearson two-sided 18398 0.152292 [0.14, 0.17] 2.319274e-02 2.308653e-02 0.153486 7.046673e-96 4.936e+91 1.000000
1285 x26 x51 pearson two-sided 18398 0.033760 [0.02, 0.05] 1.139720e-03 1.031118e-03 0.033773 4.646684e-06 331.543 0.995612
1286 x26 x52 pearson two-sided 18398 0.122338 [0.11, 0.14] 1.496658e-02 1.485948e-02 0.122954 2.769920e-62 1.574e+58 1.000000
1287 x26 x53 pearson two-sided 18398 0.080532 [0.07, 0.09] 6.485477e-03 6.377457e-03 0.080707 7.388092e-28 9.003e+23 1.000000
1288 x26 x54 pearson two-sided 18398 0.411231 [0.4, 0.42] 1.691106e-01 1.690203e-01 0.437091 0.000000e+00 inf 1.000000
1289 x26 x55 pearson two-sided 18398 0.426737 [0.41, 0.44] 1.821042e-01 1.820153e-01 0.455900 0.000000e+00 inf 1.000000
1290 x26 x56 pearson two-sided 18398 0.031913 [0.02, 0.05] 1.018418e-03 9.098033e-04 0.031923 1.495048e-05 108.521 0.991103
1291 x26 x57 pearson two-sided 18398 0.107002 [0.09, 0.12] 1.144935e-02 1.134187e-02 0.107413 5.473716e-48 9.132e+43 1.000000
1292 x26 x58 pearson two-sided 18398 -0.193892 [-0.21, -0.18] 3.759412e-02 3.748949e-02 -0.196378 2.574783e-155 1.046e+151 1.000000
1293 x26 x59 pearson two-sided 18398 0.032516 [0.02, 0.05] 1.057292e-03 9.486815e-04 0.032527 1.027448e-05 155.219 0.992893
1294 x26 x60 pearson two-sided 18398 0.190022 [0.18, 0.2] 3.610834e-02 3.600354e-02 0.192360 3.816965e-149 7.213e+144 1.000000
1295 x26 x61 pearson two-sided 18398 -0.019747 [-0.03, -0.01] 3.899284e-04 2.812456e-04 -0.019749 7.395421e-03 0.334 0.763822
1296 x27 x28 pearson two-sided 18398 0.175653 [0.16, 0.19] 3.085382e-02 3.074845e-02 0.177493 2.152035e-127 1.391e+123 1.000000
1297 x27 x29 pearson two-sided 18398 0.222976 [0.21, 0.24] 4.971818e-02 4.961486e-02 0.226785 5.098332e-206 4.539e+201 1.000000
1298 x27 x30 pearson two-sided 18398 -0.087522 [-0.1, -0.07] 7.660091e-03 7.552199e-03 -0.087746 1.280385e-32 4.78e+28 1.000000
1299 x27 x31 pearson two-sided 18398 0.008434 [-0.01, 0.02] 7.113737e-05 -3.758009e-05 0.008434 2.526385e-01 0.018 0.208209
1300 x27 x32 pearson two-sided 18398 0.024042 [0.01, 0.04] 5.780267e-04 4.693643e-04 0.024047 1.108974e-03 1.884 0.903464
1301 x27 x33 pearson two-sided 18398 -0.243833 [-0.26, -0.23] 5.945434e-02 5.935208e-02 -0.248845 3.390533e-247 6.179e+242 1.000000
1302 x27 x34 pearson two-sided 18398 0.009335 [-0.01, 0.02] 8.713501e-05 -2.158071e-05 0.009335 2.054840e-01 0.021 0.244511
1303 x27 x35 pearson two-sided 18398 0.176515 [0.16, 0.19] 3.115761e-02 3.105227e-02 0.178383 1.197813e-128 2.487e+124 1.000000
1304 x27 x36 pearson two-sided 18398 0.306727 [0.29, 0.32] 9.408164e-02 9.398314e-02 0.316929 0.000000e+00 inf 1.000000
1305 x27 x37 pearson two-sided 18398 0.304613 [0.29, 0.32] 9.278915e-02 9.269051e-02 0.314597 0.000000e+00 inf 1.000000
1306 x27 x38 pearson two-sided 18398 -0.019656 [-0.03, -0.01] 3.863401e-04 2.776569e-04 -0.019658 7.672817e-03 0.323 0.759998
1307 x27 x39 pearson two-sided 18398 0.028937 [0.01, 0.04] 8.373359e-04 7.287017e-04 0.028945 8.654454e-05 20.491 0.975343
1308 x27 x40 pearson two-sided 18398 0.179739 [0.17, 0.19] 3.230596e-02 3.220075e-02 0.181713 2.152520e-133 1.357e+129 1.000000
1309 x27 x41 pearson two-sided 18398 -0.020286 [-0.03, -0.01] 4.115051e-04 3.028247e-04 -0.020288 5.930169e-03 0.407 0.785756
1310 x27 x42 pearson two-sided 18398 0.150859 [0.14, 0.16] 2.275846e-02 2.265221e-02 0.152019 4.242833e-94 8.28e+89 1.000000
1311 x27 x43 pearson two-sided 18398 -0.007709 [-0.02, 0.01] 5.942667e-05 -4.929206e-05 -0.007709 2.957598e-01 0.016 0.181583
1312 x27 x44 pearson two-sided 18398 0.012078 [-0.0, 0.03] 1.458845e-04 3.717515e-05 0.012079 1.013727e-01 0.035 0.374002
1313 x27 x45 pearson two-sided 18398 -0.026076 [-0.04, -0.01] 6.799390e-04 5.712877e-04 -0.026082 4.043309e-04 4.813 0.942662
1314 x27 x46 pearson two-sided 18398 0.085707 [0.07, 0.1] 7.345682e-03 7.237756e-03 0.085918 2.408560e-31 2.595e+27 1.000000
1315 x27 x47 pearson two-sided 18398 0.494089 [0.48, 0.5] 2.441237e-01 2.440415e-01 0.541455 0.000000e+00 inf 1.000000
1316 x27 x48 pearson two-sided 18398 0.024127 [0.01, 0.04] 5.821087e-04 4.734468e-04 0.024132 1.064833e-03 1.956 0.905416
1317 x27 x49 pearson two-sided 18398 -0.025582 [-0.04, -0.01] 6.544491e-04 5.457950e-04 -0.025588 5.199117e-04 3.807 0.934548
1318 x27 x50 pearson two-sided 18398 -0.034004 [-0.05, -0.02] 1.156281e-03 1.047682e-03 -0.034017 3.962972e-06 386.159 0.996021
1319 x27 x51 pearson two-sided 18398 0.005586 [-0.01, 0.02] 3.120351e-05 -7.751830e-05 0.005586 4.486686e-01 0.012 0.117907
1320 x27 x52 pearson two-sided 18398 -0.042013 [-0.06, -0.03] 1.765113e-03 1.656580e-03 -0.042038 1.192640e-08 1.052e+05 0.999909
1321 x27 x53 pearson two-sided 18398 0.076263 [0.06, 0.09] 5.816019e-03 5.707926e-03 0.076411 3.824588e-25 1.836e+21 1.000000
1322 x27 x54 pearson two-sided 18398 0.469811 [0.46, 0.48] 2.207224e-01 2.206377e-01 0.509828 0.000000e+00 inf 1.000000
1323 x27 x55 pearson two-sided 18398 0.521653 [0.51, 0.53] 2.721220e-01 2.720428e-01 0.578608 0.000000e+00 inf 1.000000
1324 x27 x56 pearson two-sided 18398 -0.006375 [-0.02, 0.01] 4.064040e-05 -6.808038e-05 -0.006375 3.872322e-01 0.013 0.139057
1325 x27 x57 pearson two-sided 18398 -0.010927 [-0.03, 0.0] 1.193985e-04 1.068627e-05 -0.010927 1.383222e-01 0.028 0.316661
1326 x27 x58 pearson two-sided 18398 -0.160872 [-0.17, -0.15] 2.587969e-02 2.577378e-02 -0.162281 6.620447e-107 4.961e+102 1.000000
1327 x27 x59 pearson two-sided 18398 -0.005643 [-0.02, 0.01] 3.184310e-05 -7.687863e-05 -0.005643 4.440560e-01 0.012 0.119334
1328 x27 x60 pearson two-sided 18398 -0.117748 [-0.13, -0.1] 1.386449e-02 1.375728e-02 -0.118296 8.428856e-58 5.38e+53 1.000000
1329 x27 x61 pearson two-sided 18398 -0.025551 [-0.04, -0.01] 6.528737e-04 5.442195e-04 -0.025557 5.280635e-04 3.752 0.934013
1330 x28 x29 pearson two-sided 18398 0.168722 [0.15, 0.18] 2.846721e-02 2.836158e-02 0.170351 1.497448e-117 2.086e+113 1.000000
1331 x28 x30 pearson two-sided 18398 0.075733 [0.06, 0.09] 5.735530e-03 5.627428e-03 0.075879 8.108646e-25 8.72e+20 1.000000
1332 x28 x31 pearson two-sided 18398 0.002400 [-0.01, 0.02] 5.757657e-06 -1.029669e-04 0.002400 7.448433e-01 0.01 0.062219
1333 x28 x32 pearson two-sided 18398 -0.014801 [-0.03, -0.0] 2.190567e-04 1.103553e-04 -0.014802 4.469531e-02 0.069 0.519020
1334 x28 x33 pearson two-sided 18398 0.104928 [0.09, 0.12] 1.100982e-02 1.090229e-02 0.105315 3.329772e-46 1.531e+42 1.000000
1335 x28 x34 pearson two-sided 18398 0.031285 [0.02, 0.05] 9.787526e-04 8.701338e-04 0.031295 2.193486e-05 75.322 0.988834
1336 x28 x35 pearson two-sided 18398 0.046074 [0.03, 0.06] 2.122827e-03 2.014333e-03 0.046107 4.043012e-10 2.842e+06 0.999991
1337 x28 x36 pearson two-sided 18398 0.236675 [0.22, 0.25] 5.601526e-02 5.591262e-02 0.241249 1.326996e-232 1.632e+228 1.000000
1338 x28 x37 pearson two-sided 18398 0.038286 [0.02, 0.05] 1.465845e-03 1.357279e-03 0.038305 2.050685e-07 6681.161 0.999393
1339 x28 x38 pearson two-sided 18398 0.028332 [0.01, 0.04] 8.027244e-04 6.940865e-04 0.028340 1.212950e-04 14.901 0.970206
1340 x28 x39 pearson two-sided 18398 0.002865 [-0.01, 0.02] 8.208484e-06 -1.005158e-04 0.002865 6.975818e-01 0.01 0.067470
1341 x28 x40 pearson two-sided 18398 0.059668 [0.05, 0.07] 3.560323e-03 3.451985e-03 0.059739 5.493730e-16 1.628e+12 1.000000
1342 x28 x41 pearson two-sided 18398 -0.005776 [-0.02, 0.01] 3.336697e-05 -7.535460e-05 -0.005776 4.333560e-01 0.013 0.122738
1343 x28 x42 pearson two-sided 18398 0.034702 [0.02, 0.05] 1.204225e-03 1.095631e-03 0.034716 2.501058e-06 600.47 0.997008
1344 x28 x43 pearson two-sided 18398 0.141209 [0.13, 0.16] 1.994003e-02 1.983347e-02 0.142159 1.446928e-82 2.6e+78 1.000000
1345 x28 x44 pearson two-sided 18398 0.166909 [0.15, 0.18] 2.785855e-02 2.775285e-02 0.168485 4.806831e-115 6.574e+110 1.000000
1346 x28 x45 pearson two-sided 18398 0.018087 [0.0, 0.03] 3.271401e-04 2.184505e-04 0.018089 1.415354e-02 0.187 0.689165
1347 x28 x46 pearson two-sided 18398 0.139958 [0.13, 0.15] 1.958825e-02 1.948166e-02 0.140883 3.961371e-81 9.586e+76 1.000000
1348 x28 x47 pearson two-sided 18398 -0.142653 [-0.16, -0.13] 2.034989e-02 2.024338e-02 -0.143633 3.055858e-84 1.218e+80 1.000000
1349 x28 x48 pearson two-sided 18398 -0.151307 [-0.17, -0.14] 2.289394e-02 2.278771e-02 -0.152478 1.181725e-94 2.964e+90 1.000000
1350 x28 x49 pearson two-sided 18398 0.145611 [0.13, 0.16] 2.120251e-02 2.109609e-02 0.146653 9.956521e-88 3.661e+83 1.000000
1351 x28 x50 pearson two-sided 18398 -0.386752 [-0.4, -0.37] 1.495770e-01 1.494845e-01 -0.407975 0.000000e+00 inf 1.000000
1352 x28 x51 pearson two-sided 18398 0.005520 [-0.01, 0.02] 3.046927e-05 -7.825261e-05 0.005520 4.540564e-01 0.012 0.116270
1353 x28 x52 pearson two-sided 18398 -0.402661 [-0.41, -0.39] 1.621358e-01 1.620447e-01 -0.426821 0.000000e+00 inf 1.000000
1354 x28 x53 pearson two-sided 18398 -0.014216 [-0.03, 0.0] 2.020863e-04 9.338307e-05 -0.014217 5.383351e-02 0.059 0.487391
1355 x28 x54 pearson two-sided 18398 0.369176 [0.36, 0.38] 1.362906e-01 1.361967e-01 0.387468 0.000000e+00 inf 1.000000
1356 x28 x55 pearson two-sided 18398 -0.157947 [-0.17, -0.14] 2.494712e-02 2.484111e-02 -0.159280 4.479635e-103 7.475e+98 1.000000
1357 x28 x56 pearson two-sided 18398 -0.287644 [-0.3, -0.27] 8.273896e-02 8.263923e-02 -0.295996 0.000000e+00 inf 1.000000
1358 x28 x57 pearson two-sided 18398 -0.368494 [-0.38, -0.36] 1.357881e-01 1.356941e-01 -0.386680 0.000000e+00 inf 1.000000
1359 x28 x58 pearson two-sided 18398 -0.382306 [-0.39, -0.37] 1.461579e-01 1.460650e-01 -0.402758 0.000000e+00 inf 1.000000
1360 x28 x59 pearson two-sided 18398 0.006309 [-0.01, 0.02] 3.980599e-05 -6.891488e-05 0.006309 3.921498e-01 0.013 0.137180
1361 x28 x60 pearson two-sided 18398 0.194316 [0.18, 0.21] 3.775882e-02 3.765420e-02 0.196819 5.322857e-156 5.05e+151 1.000000
1362 x28 x61 pearson two-sided 18398 -0.013687 [-0.03, 0.0] 1.873447e-04 7.863988e-05 -0.013688 6.338117e-02 0.052 0.458887
1363 x29 x30 pearson two-sided 18398 -0.025831 [-0.04, -0.01] 6.672495e-04 5.585969e-04 -0.025837 4.582101e-04 4.282 0.938747
1364 x29 x31 pearson two-sided 18398 -0.006348 [-0.02, 0.01] 4.029932e-05 -6.842150e-05 -0.006348 3.892316e-01 0.013 0.138290
1365 x29 x32 pearson two-sided 18398 -0.072490 [-0.09, -0.06] 5.254853e-03 5.146699e-03 -0.072618 7.216692e-23 1.023e+19 1.000000
1366 x29 x33 pearson two-sided 18398 0.063372 [0.05, 0.08] 4.015951e-03 3.907663e-03 0.063457 7.716630e-18 1.093e+14 1.000000
1367 x29 x34 pearson two-sided 18398 0.415565 [0.4, 0.43] 1.726944e-01 1.726045e-01 0.442319 0.000000e+00 inf 1.000000
1368 x29 x35 pearson two-sided 18398 0.082471 [0.07, 0.1] 6.801543e-03 6.693558e-03 0.082659 3.866758e-29 1.68e+25 1.000000
1369 x29 x36 pearson two-sided 18398 0.269593 [0.26, 0.28] 7.268031e-02 7.257949e-02 0.276425 8.228554e-304 2.271e+299 1.000000
1370 x29 x37 pearson two-sided 18398 0.218630 [0.2, 0.23] 4.779889e-02 4.769536e-02 0.222216 5.967764e-198 3.963e+193 1.000000
1371 x29 x38 pearson two-sided 18398 -0.021374 [-0.04, -0.01] 4.568429e-04 3.481673e-04 -0.021377 3.740313e-03 0.618 0.826251
1372 x29 x39 pearson two-sided 18398 -0.009451 [-0.02, 0.0] 8.931456e-05 -1.940093e-05 -0.009451 1.999062e-01 0.021 0.249440
1373 x29 x40 pearson two-sided 18398 0.163229 [0.15, 0.18] 2.664368e-02 2.653785e-02 0.164702 4.791070e-110 6.752e+105 1.000000
1374 x29 x41 pearson two-sided 18398 -0.010409 [-0.02, 0.0] 1.083488e-04 -3.646460e-07 -0.010409 1.580028e-01 0.025 0.292179
1375 x29 x42 pearson two-sided 18398 -0.158713 [-0.17, -0.14] 2.518984e-02 2.508385e-02 -0.160066 4.514885e-104 7.379e+99 1.000000
1376 x29 x43 pearson two-sided 18398 -0.010684 [-0.03, 0.0] 1.141501e-04 5.437357e-06 -0.010685 1.473021e-01 0.026 0.305068
1377 x29 x44 pearson two-sided 18398 0.177045 [0.16, 0.19] 3.134487e-02 3.123955e-02 0.178930 2.017891e-129 1.471e+125 1.000000
1378 x29 x45 pearson two-sided 18398 0.006853 [-0.01, 0.02] 4.696400e-05 -6.175609e-05 0.006853 3.526366e-01 0.014 0.153325
1379 x29 x46 pearson two-sided 18398 -0.246100 [-0.26, -0.23] 6.056543e-02 6.046329e-02 -0.251258 6.375210e-252 3.252e+247 1.000000
1380 x29 x47 pearson two-sided 18398 0.084598 [0.07, 0.1] 7.156797e-03 7.048849e-03 0.084801 1.404025e-30 4.51e+26 1.000000
1381 x29 x48 pearson two-sided 18398 -0.256769 [-0.27, -0.24] 6.593053e-02 6.582897e-02 -0.262647 8.079380e-275 2.446e+270 1.000000
1382 x29 x49 pearson two-sided 18398 -0.270956 [-0.28, -0.26] 7.341702e-02 7.331627e-02 -0.277895 5.474680e-307 3.393e+302 1.000000
1383 x29 x50 pearson two-sided 18398 -0.020700 [-0.04, -0.01] 4.284705e-04 3.197919e-04 -0.020702 4.988458e-03 0.476 0.801767
1384 x29 x51 pearson two-sided 18398 -0.047416 [-0.06, -0.03] 2.248316e-03 2.139835e-03 -0.047452 1.237113e-10 9.037e+06 0.999996
1385 x29 x52 pearson two-sided 18398 -0.050800 [-0.07, -0.04] 2.580642e-03 2.472197e-03 -0.050844 5.407031e-12 1.935e+08 1.000000
1386 x29 x53 pearson two-sided 18398 0.029936 [0.02, 0.04] 8.961836e-04 7.875559e-04 0.029945 4.882647e-05 35.222 0.982204
1387 x29 x54 pearson two-sided 18398 0.732887 [0.73, 0.74] 5.371240e-01 5.370737e-01 0.934937 0.000000e+00 inf 1.000000
1388 x29 x55 pearson two-sided 18398 0.313649 [0.3, 0.33] 9.837558e-02 9.827755e-02 0.324587 0.000000e+00 inf 1.000000
1389 x29 x56 pearson two-sided 18398 0.045635 [0.03, 0.06] 2.082545e-03 1.974046e-03 0.045667 5.914634e-10 1.961e+06 0.999989
1390 x29 x57 pearson two-sided 18398 -0.149527 [-0.16, -0.14] 2.235829e-02 2.225200e-02 -0.150656 1.848861e-92 1.918e+88 1.000000
1391 x29 x58 pearson two-sided 18398 -0.180572 [-0.19, -0.17] 3.260635e-02 3.250117e-02 -0.182574 1.232450e-134 2.359e+130 1.000000
1392 x29 x59 pearson two-sided 18398 -0.060828 [-0.08, -0.05] 3.700098e-03 3.591776e-03 -0.060904 1.483716e-16 5.916e+12 1.000000
1393 x29 x60 pearson two-sided 18398 0.034389 [0.02, 0.05] 1.182595e-03 1.073999e-03 0.034402 3.078010e-06 492.032 0.996596
1394 x29 x61 pearson two-sided 18398 -0.014115 [-0.03, 0.0] 1.992289e-04 9.052533e-05 -0.014116 5.555731e-02 0.058 0.481939
1395 x30 x31 pearson two-sided 18398 0.008543 [-0.01, 0.02] 7.297546e-05 -3.574181e-05 0.008543 2.465990e-01 0.018 0.212388
1396 x30 x32 pearson two-sided 18398 0.039821 [0.03, 0.05] 1.585714e-03 1.477161e-03 0.039842 6.551030e-08 2.015e+04 0.999713
1397 x30 x33 pearson two-sided 18398 0.814083 [0.81, 0.82] 6.627312e-01 6.626945e-01 1.139018 0.000000e+00 inf 1.000000
1398 x30 x34 pearson two-sided 18398 0.009530 [-0.0, 0.02] 9.081330e-05 -1.790202e-05 0.009530 1.961739e-01 0.021 0.252826
1399 x30 x35 pearson two-sided 18398 0.463370 [0.45, 0.47] 2.147122e-01 2.146268e-01 0.501595 0.000000e+00 inf 1.000000
1400 x30 x36 pearson two-sided 18398 0.020318 [0.01, 0.03] 4.128157e-04 3.041354e-04 0.020321 5.851356e-03 0.412 0.787031
1401 x30 x37 pearson two-sided 18398 -0.472412 [-0.48, -0.46] 2.231734e-01 2.230890e-01 -0.513171 0.000000e+00 inf 1.000000
1402 x30 x38 pearson two-sided 18398 0.010538 [-0.0, 0.02] 1.110584e-04 2.345278e-06 0.010539 1.528990e-01 0.026 0.298208
1403 x30 x39 pearson two-sided 18398 -0.026775 [-0.04, -0.01] 7.168981e-04 6.082508e-04 -0.026781 2.810826e-04 6.763 0.952781
1404 x30 x40 pearson two-sided 18398 -0.079268 [-0.09, -0.06] 6.283485e-03 6.175443e-03 -0.079435 4.868095e-27 1.388e+23 1.000000
1405 x30 x41 pearson two-sided 18398 -0.003221 [-0.02, 0.01] 1.037510e-05 -9.834896e-05 -0.003221 6.622049e-01 0.01 0.072136
1406 x30 x42 pearson two-sided 18398 -0.154568 [-0.17, -0.14] 2.389132e-02 2.378519e-02 -0.155817 9.631716e-99 3.556e+94 1.000000
1407 x30 x43 pearson two-sided 18398 -0.209906 [-0.22, -0.2] 4.406073e-02 4.395680e-02 -0.213074 2.785745e-182 8.876e+177 1.000000
1408 x30 x44 pearson two-sided 18398 0.693951 [0.69, 0.7] 4.815680e-01 4.815116e-01 0.855537 0.000000e+00 inf 1.000000
1409 x30 x45 pearson two-sided 18398 0.034236 [0.02, 0.05] 1.172107e-03 1.063509e-03 0.034249 3.404101e-06 446.738 0.996377
1410 x30 x46 pearson two-sided 18398 0.291148 [0.28, 0.3] 8.476715e-02 8.466764e-02 0.299820 0.000000e+00 inf 1.000000
1411 x30 x47 pearson two-sided 18398 -0.398721 [-0.41, -0.39] 1.589786e-01 1.588871e-01 -0.422127 0.000000e+00 inf 1.000000
1412 x30 x48 pearson two-sided 18398 -0.040233 [-0.05, -0.03] 1.618664e-03 1.510114e-03 -0.040254 4.789297e-08 2.73e+04 0.999767
1413 x30 x49 pearson two-sided 18398 0.681105 [0.67, 0.69] 4.639034e-01 4.638451e-01 0.831171 0.000000e+00 inf 1.000000
1414 x30 x50 pearson two-sided 18398 0.402554 [0.39, 0.41] 1.620494e-01 1.619583e-01 0.426693 0.000000e+00 inf 1.000000
1415 x30 x51 pearson two-sided 18398 0.027487 [0.01, 0.04] 7.555191e-04 6.468761e-04 0.027494 1.924495e-04 9.65 0.961556
1416 x30 x52 pearson two-sided 18398 0.346293 [0.33, 0.36] 1.199190e-01 1.198233e-01 0.361226 0.000000e+00 inf 1.000000
1417 x30 x53 pearson two-sided 18398 -0.103419 [-0.12, -0.09] 1.069540e-02 1.058784e-02 -0.103790 6.286527e-45 8.23e+40 1.000000
1418 x30 x54 pearson two-sided 18398 -0.179323 [-0.19, -0.17] 3.215663e-02 3.205140e-02 -0.181283 8.919366e-133 3.284e+128 1.000000
1419 x30 x55 pearson two-sided 18398 -0.248345 [-0.26, -0.23] 6.167547e-02 6.157345e-02 -0.253649 1.195877e-256 1.716e+252 1.000000
1420 x30 x56 pearson two-sided 18398 0.409528 [0.4, 0.42] 1.677130e-01 1.676225e-01 0.435044 0.000000e+00 inf 1.000000
1421 x30 x57 pearson two-sided 18398 0.481335 [0.47, 0.49] 2.316838e-01 2.316002e-01 0.524721 0.000000e+00 inf 1.000000
1422 x30 x58 pearson two-sided 18398 -0.075926 [-0.09, -0.06] 5.764785e-03 5.656687e-03 -0.076073 6.170548e-25 1.143e+21 1.000000
1423 x30 x59 pearson two-sided 18398 0.038842 [0.02, 0.05] 1.508715e-03 1.400153e-03 0.038862 1.363097e-07 9916.011 0.999535
1424 x30 x60 pearson two-sided 18398 0.248583 [0.23, 0.26] 6.179359e-02 6.169159e-02 0.253902 3.752958e-257 5.462e+252 1.000000
1425 x30 x61 pearson two-sided 18398 -0.001710 [-0.02, 0.01] 2.923213e-06 -1.058017e-04 -0.001710 8.166216e-01 0.009 0.056182
1426 x31 x32 pearson two-sided 18398 0.011442 [-0.0, 0.03] 1.309089e-04 2.219791e-05 0.011442 1.206940e-01 0.031 0.341835
1427 x31 x33 pearson two-sided 18398 0.002263 [-0.01, 0.02] 5.120927e-06 -1.036037e-04 0.002263 7.589013e-01 0.01 0.060859
1428 x31 x34 pearson two-sided 18398 -0.006602 [-0.02, 0.01] 4.358334e-05 -6.513712e-05 -0.006602 3.705692e-01 0.014 0.145689
1429 x31 x35 pearson two-sided 18398 0.002640 [-0.01, 0.02] 6.971044e-06 -1.017534e-04 0.002640 7.202678e-01 0.01 0.064815
1430 x31 x36 pearson two-sided 18398 0.002854 [-0.01, 0.02] 8.142841e-06 -1.005815e-04 0.002854 6.987340e-01 0.01 0.067329
1431 x31 x37 pearson two-sided 18398 0.000510 [-0.01, 0.01] 2.603870e-07 -1.084648e-04 0.000510 9.448229e-01 0.009 0.050548
1432 x31 x38 pearson two-sided 18398 -0.002451 [-0.02, 0.01] 6.009202e-06 -1.027153e-04 -0.002451 7.395272e-01 0.01 0.062757
1433 x31 x39 pearson two-sided 18398 -0.014665 [-0.03, -0.0] 2.150560e-04 1.063542e-04 -0.014666 4.669100e-02 0.067 0.511680
1434 x31 x40 pearson two-sided 18398 0.018699 [0.0, 0.03] 3.496450e-04 2.409578e-04 0.018701 1.120181e-02 0.23 0.717857
1435 x31 x41 pearson two-sided 18398 -0.006566 [-0.02, 0.01] 4.311566e-05 -6.560485e-05 -0.006566 3.731489e-01 0.014 0.144634
1436 x31 x42 pearson two-sided 18398 0.006279 [-0.01, 0.02] 3.941968e-05 -6.930123e-05 0.006279 3.944568e-01 0.013 0.136311
1437 x31 x43 pearson two-sided 18398 -0.007285 [-0.02, 0.01] 5.307124e-05 -5.564819e-05 -0.007285 3.231145e-01 0.015 0.167155
1438 x31 x44 pearson two-sided 18398 0.000330 [-0.01, 0.01] 1.087891e-07 -1.086164e-04 0.000330 9.643185e-01 0.009 0.050228
1439 x31 x45 pearson two-sided 18398 -0.009936 [-0.02, 0.0] 9.873203e-05 -9.982431e-06 -0.009937 1.777526e-01 0.023 0.270662
1440 x31 x46 pearson two-sided 18398 0.148643 [0.13, 0.16] 2.209471e-02 2.198839e-02 0.149752 2.219731e-91 1.607e+87 1.000000
1441 x31 x47 pearson two-sided 18398 0.004491 [-0.01, 0.02] 2.016558e-05 -8.855743e-05 0.004491 5.424817e-01 0.011 0.093463
1442 x31 x48 pearson two-sided 18398 0.007737 [-0.01, 0.02] 5.986447e-05 -4.885421e-05 0.007737 2.939876e-01 0.016 0.182578
1443 x31 x49 pearson two-sided 18398 0.009741 [-0.0, 0.02] 9.488290e-05 -1.383198e-05 0.009741 1.864433e-01 0.022 0.262004
1444 x31 x50 pearson two-sided 18398 0.000730 [-0.01, 0.02] 5.327536e-07 -1.081924e-04 0.000730 9.211412e-01 0.009 0.051123
1445 x31 x51 pearson two-sided 18398 0.010451 [-0.0, 0.02] 1.092158e-04 5.024567e-07 0.010451 1.563489e-01 0.025 0.294109
1446 x31 x52 pearson two-sided 18398 0.003715 [-0.01, 0.02] 1.380209e-05 -9.492161e-05 0.003715 6.143436e-01 0.01 0.079558
1447 x31 x53 pearson two-sided 18398 -0.017574 [-0.03, -0.0] 3.088289e-04 2.001373e-04 -0.017575 1.714042e-02 0.158 0.664153
1448 x31 x54 pearson two-sided 18398 -0.001319 [-0.02, 0.01] 1.739897e-06 -1.069851e-04 -0.001319 8.580138e-01 0.009 0.053674
1449 x31 x55 pearson two-sided 18398 0.002801 [-0.01, 0.02] 7.844580e-06 -1.008798e-04 0.002801 7.040377e-01 0.01 0.066689
1450 x31 x56 pearson two-sided 18398 0.001205 [-0.01, 0.02] 1.450965e-06 -1.072741e-04 0.001205 8.702235e-01 0.009 0.053062
1451 x31 x57 pearson two-sided 18398 0.047446 [0.03, 0.06] 2.251093e-03 2.142613e-03 0.047481 1.205132e-10 9.271e+06 0.999996
1452 x31 x58 pearson two-sided 18398 0.000190 [-0.01, 0.01] 3.617624e-08 -1.086890e-04 0.000190 9.794193e-01 0.009 0.050075
1453 x31 x59 pearson two-sided 18398 0.011041 [-0.0, 0.03] 1.219066e-04 1.319469e-05 0.011042 1.342490e-01 0.028 0.322177
1454 x31 x60 pearson two-sided 18398 0.000560 [-0.01, 0.02] 3.134149e-07 -1.084117e-04 0.000560 9.394745e-01 0.009 0.050660
1455 x31 x61 pearson two-sided 18398 -0.006429 [-0.02, 0.01] 4.133475e-05 -6.738595e-05 -0.006429 3.832068e-01 0.014 0.140621
1456 x32 x33 pearson two-sided 18398 0.033992 [0.02, 0.05] 1.155435e-03 1.046835e-03 0.034005 3.995327e-06 383.161 0.996001
1457 x32 x34 pearson two-sided 18398 -0.067077 [-0.08, -0.05] 4.499360e-03 4.391124e-03 -0.067178 8.395397e-20 9.497e+15 1.000000
1458 x32 x35 pearson two-sided 18398 0.133226 [0.12, 0.15] 1.774916e-02 1.764236e-02 0.134023 1.274738e-73 3.134e+69 1.000000
1459 x32 x36 pearson two-sided 18398 0.331216 [0.32, 0.34] 1.097041e-01 1.096073e-01 0.344194 0.000000e+00 inf 1.000000
1460 x32 x37 pearson two-sided 18398 0.579942 [0.57, 0.59] 3.363332e-01 3.362610e-01 0.662376 0.000000e+00 inf 1.000000
1461 x32 x38 pearson two-sided 18398 0.066335 [0.05, 0.08] 4.400333e-03 4.292086e-03 0.066433 2.118879e-19 3.804e+15 1.000000
1462 x32 x39 pearson two-sided 18398 0.089449 [0.08, 0.1] 8.001167e-03 7.893311e-03 0.089689 5.306143e-34 1.129e+30 1.000000
1463 x32 x40 pearson two-sided 18398 0.597070 [0.59, 0.61] 3.564931e-01 3.564232e-01 0.688582 0.000000e+00 inf 1.000000
1464 x32 x41 pearson two-sided 18398 -0.003768 [-0.02, 0.01] 1.419555e-05 -9.452810e-05 -0.003768 6.093407e-01 0.011 0.080413
1465 x32 x42 pearson two-sided 18398 0.023349 [0.01, 0.04] 5.451573e-04 4.364914e-04 0.023353 1.539128e-03 1.392 0.886365
1466 x32 x43 pearson two-sided 18398 0.012931 [-0.0, 0.03] 1.671990e-04 5.849195e-05 0.012931 7.945739e-02 0.043 0.418466
1467 x32 x44 pearson two-sided 18398 0.122253 [0.11, 0.14] 1.494590e-02 1.483880e-02 0.122868 3.362174e-62 1.298e+58 1.000000
1468 x32 x45 pearson two-sided 18398 -0.980943 [-0.98, -0.98] 9.622489e-01 9.622448e-01 -2.321943 0.000000e+00 nan 1.000000
1469 x32 x46 pearson two-sided 18398 0.035993 [0.02, 0.05] 1.295495e-03 1.186911e-03 0.036009 1.043189e-06 1391.549 0.998272
1470 x32 x47 pearson two-sided 18398 0.000663 [-0.01, 0.02] 4.398185e-07 -1.082853e-04 0.000663 9.283284e-01 0.009 0.050926
1471 x32 x48 pearson two-sided 18398 0.010298 [-0.0, 0.02] 1.060410e-04 -2.672646e-06 0.010298 1.625027e-01 0.025 0.287031
1472 x32 x49 pearson two-sided 18398 0.038867 [0.02, 0.05] 1.510626e-03 1.402065e-03 0.038886 1.338511e-07 1.009e+04 0.999541
1473 x32 x50 pearson two-sided 18398 0.101099 [0.09, 0.12] 1.022099e-02 1.011338e-02 0.101445 5.288104e-43 1.001e+39 1.000000
1474 x32 x51 pearson two-sided 18398 0.928525 [0.93, 0.93] 8.621590e-01 8.621440e-01 1.647583 0.000000e+00 inf 1.000000
1475 x32 x52 pearson two-sided 18398 0.104675 [0.09, 0.12] 1.095696e-02 1.084942e-02 0.105060 5.457153e-46 9.366e+41 1.000000
1476 x32 x53 pearson two-sided 18398 0.027997 [0.01, 0.04] 7.838406e-04 6.752007e-04 0.028004 1.458690e-04 12.523 0.966993
1477 x32 x54 pearson two-sided 18398 -0.060066 [-0.07, -0.05] 3.607870e-03 3.499537e-03 -0.060138 3.519244e-16 2.525e+12 1.000000
1478 x32 x55 pearson two-sided 18398 -0.003944 [-0.02, 0.01] 1.555614e-05 -9.316737e-05 -0.003944 5.926885e-01 0.011 0.083375
1479 x32 x56 pearson two-sided 18398 0.009369 [-0.01, 0.02] 8.777248e-05 -2.094317e-05 0.009369 2.038338e-01 0.021 0.245953
1480 x32 x57 pearson two-sided 18398 0.112061 [0.1, 0.13] 1.255757e-02 1.245021e-02 0.112533 1.728544e-52 2.759e+48 1.000000
1481 x32 x58 pearson two-sided 18398 -0.027385 [-0.04, -0.01] 7.499555e-04 6.413119e-04 -0.027392 2.032299e-04 9.168 0.960394
1482 x32 x59 pearson two-sided 18398 0.994616 [0.99, 0.99] 9.892601e-01 9.892590e-01 2.957348 0.000000e+00 nan 1.000000
1483 x32 x60 pearson two-sided 18398 0.068385 [0.05, 0.08] 4.676548e-03 4.568331e-03 0.068492 1.602422e-20 4.882e+16 1.000000
1484 x32 x61 pearson two-sided 18398 0.002827 [-0.01, 0.02] 7.993896e-06 -1.007304e-04 0.002827 7.013683e-01 0.01 0.067009
1485 x33 x34 pearson two-sided 18398 -0.055202 [-0.07, -0.04] 3.047249e-03 2.938855e-03 -0.055258 6.744725e-14 1.431e+10 1.000000
1486 x33 x35 pearson two-sided 18398 0.626942 [0.62, 0.64] 3.930564e-01 3.929904e-01 0.736362 0.000000e+00 inf 1.000000
1487 x33 x36 pearson two-sided 18398 -0.004919 [-0.02, 0.01] 2.420111e-05 -8.452146e-05 -0.004920 5.046247e-01 0.012 0.102357
1488 x33 x37 pearson two-sided 18398 -0.390633 [-0.4, -0.38] 1.525943e-01 1.525022e-01 -0.412547 0.000000e+00 inf 1.000000
1489 x33 x38 pearson two-sided 18398 -0.017056 [-0.03, -0.0] 2.908945e-04 1.822010e-04 -0.017057 2.069936e-02 0.134 0.638168
1490 x33 x39 pearson two-sided 18398 -0.045184 [-0.06, -0.03] 2.041627e-03 1.933124e-03 -0.045215 8.706109e-10 1.345e+06 0.999985
1491 x33 x40 pearson two-sided 18398 -0.065963 [-0.08, -0.05] 4.351080e-03 4.242828e-03 -0.066059 3.358196e-19 2.414e+15 1.000000
1492 x33 x41 pearson two-sided 18398 0.007660 [-0.01, 0.02] 5.868229e-05 -5.003652e-05 0.007661 2.988046e-01 0.016 0.179892
1493 x33 x42 pearson two-sided 18398 -0.188437 [-0.2, -0.17] 3.550839e-02 3.540352e-02 -0.190716 1.177508e-146 2.359e+142 1.000000
1494 x33 x43 pearson two-sided 18398 -0.179251 [-0.19, -0.17] 3.213105e-02 3.202582e-02 -0.181209 1.137881e-132 2.575e+128 1.000000
1495 x33 x44 pearson two-sided 18398 0.738256 [0.73, 0.74] 5.450220e-01 5.449725e-01 0.946635 0.000000e+00 inf 1.000000
1496 x33 x45 pearson two-sided 18398 0.015223 [0.0, 0.03] 2.317467e-04 1.230467e-04 0.015224 3.893755e-02 0.078 0.541818
1497 x33 x46 pearson two-sided 18398 0.197546 [0.18, 0.21] 3.902439e-02 3.891991e-02 0.200178 2.895024e-161 9.121e+156 1.000000
1498 x33 x47 pearson two-sided 18398 -0.675099 [-0.68, -0.67] 4.557588e-01 4.556996e-01 -0.820054 0.000000e+00 inf 1.000000
1499 x33 x48 pearson two-sided 18398 -0.102912 [-0.12, -0.09] 1.059081e-02 1.048324e-02 -0.103277 1.670398e-44 3.113e+40 1.000000
1500 x33 x49 pearson two-sided 18398 0.470576 [0.46, 0.48] 2.214413e-01 2.213567e-01 0.510809 0.000000e+00 inf 1.000000
1501 x33 x50 pearson two-sided 18398 0.308354 [0.3, 0.32] 9.508198e-02 9.498359e-02 0.318725 0.000000e+00 inf 1.000000
1502 x33 x51 pearson two-sided 18398 0.039700 [0.03, 0.05] 1.576100e-03 1.467546e-03 0.039721 7.178213e-08 1.845e+04 0.999695
1503 x33 x52 pearson two-sided 18398 0.242958 [0.23, 0.26] 5.902864e-02 5.892633e-02 0.247915 2.185049e-245 9.626e+240 1.000000
1504 x33 x53 pearson two-sided 18398 -0.151319 [-0.17, -0.14] 2.289741e-02 2.279117e-02 -0.152490 1.143723e-94 3.062e+90 1.000000
1505 x33 x54 pearson two-sided 18398 -0.172424 [-0.19, -0.16] 2.973005e-02 2.962455e-02 -0.174164 9.336619e-123 3.27e+118 1.000000
1506 x33 x55 pearson two-sided 18398 -0.381226 [-0.39, -0.37] 1.453329e-01 1.452400e-01 -0.401493 0.000000e+00 inf 1.000000
1507 x33 x56 pearson two-sided 18398 0.232377 [0.22, 0.25] 5.399884e-02 5.389599e-02 0.236700 4.513554e-224 4.898e+219 1.000000
1508 x33 x57 pearson two-sided 18398 0.335620 [0.32, 0.35] 1.126406e-01 1.125441e-01 0.349148 0.000000e+00 inf 1.000000
1509 x33 x58 pearson two-sided 18398 0.105281 [0.09, 0.12] 1.108399e-02 1.097647e-02 0.105672 1.664903e-46 3.052e+42 1.000000
1510 x33 x59 pearson two-sided 18398 0.071451 [0.06, 0.09] 5.105207e-03 4.997037e-03 0.071573 2.919980e-22 2.565e+18 1.000000
1511 x33 x60 pearson two-sided 18398 0.501985 [0.49, 0.51] 2.519886e-01 2.519073e-01 0.551956 0.000000e+00 inf 1.000000
1512 x33 x61 pearson two-sided 18398 -0.000985 [-0.02, 0.01] 9.709994e-07 -1.077541e-04 -0.000985 8.936802e-01 0.009 0.052048
1513 x34 x35 pearson two-sided 18398 -0.202115 [-0.22, -0.19] 4.085063e-02 4.074634e-02 -0.204937 7.130643e-169 3.613e+164 1.000000
1514 x34 x36 pearson two-sided 18398 0.010416 [-0.0, 0.02] 1.084829e-04 -2.305227e-07 0.010416 1.577456e-01 0.025 0.292477
1515 x34 x37 pearson two-sided 18398 0.046520 [0.03, 0.06] 2.164106e-03 2.055616e-03 0.046554 2.738192e-10 4.158e+06 0.999993
1516 x34 x38 pearson two-sided 18398 -0.039503 [-0.05, -0.03] 1.560519e-03 1.451964e-03 -0.039524 8.324974e-08 1.598e+04 0.999664
1517 x34 x39 pearson two-sided 18398 -0.064083 [-0.08, -0.05] 4.106669e-03 3.998390e-03 -0.064171 3.302469e-18 2.525e+14 1.000000
1518 x34 x40 pearson two-sided 18398 0.015000 [0.0, 0.03] 2.249965e-04 1.162958e-04 0.015001 4.189630e-02 0.073 0.529783
1519 x34 x41 pearson two-sided 18398 -0.006690 [-0.02, 0.01] 4.475786e-05 -6.396247e-05 -0.006690 3.641991e-01 0.014 0.148340
1520 x34 x42 pearson two-sided 18398 -0.487512 [-0.5, -0.48] 2.376675e-01 2.375846e-01 -0.532791 0.000000e+00 inf 1.000000
1521 x34 x43 pearson two-sided 18398 -0.048989 [-0.06, -0.03] 2.399874e-03 2.291409e-03 -0.049028 2.964913e-11 3.654e+07 0.999999
1522 x34 x44 pearson two-sided 18398 -0.079518 [-0.09, -0.07] 6.323187e-03 6.215149e-03 -0.079687 3.360596e-27 2.004e+23 1.000000
1523 x34 x45 pearson two-sided 18398 0.052351 [0.04, 0.07] 2.740596e-03 2.632169e-03 0.052399 1.201499e-12 8.457e+08 1.000000
1524 x34 x46 pearson two-sided 18398 -0.057535 [-0.07, -0.04] 3.310245e-03 3.201880e-03 -0.057598 5.723074e-15 1.62e+11 1.000000
1525 x34 x47 pearson two-sided 18398 0.185360 [0.17, 0.2] 3.435818e-02 3.425319e-02 0.187527 6.903494e-142 4.096e+137 1.000000
1526 x34 x48 pearson two-sided 18398 -0.102642 [-0.12, -0.09] 1.053542e-02 1.042784e-02 -0.103005 2.802810e-44 1.86e+40 1.000000
1527 x34 x49 pearson two-sided 18398 0.004506 [-0.01, 0.02] 2.030485e-05 -8.841814e-05 0.004506 5.410909e-01 0.011 0.093769
1528 x34 x50 pearson two-sided 18398 -0.028840 [-0.04, -0.01] 8.317602e-04 7.231255e-04 -0.028848 9.137669e-05 19.466 0.974577
1529 x34 x51 pearson two-sided 18398 -0.068605 [-0.08, -0.05] 4.706600e-03 4.598387e-03 -0.068713 1.210048e-20 6.444e+16 1.000000
1530 x34 x52 pearson two-sided 18398 0.008684 [-0.01, 0.02] 7.540744e-05 -3.330956e-05 0.008684 2.388769e-01 0.018 0.217915
1531 x34 x53 pearson two-sided 18398 0.060725 [0.05, 0.08] 3.687516e-03 3.579192e-03 0.060800 1.669237e-16 5.267e+12 1.000000
1532 x34 x54 pearson two-sided 18398 0.234115 [0.22, 0.25] 5.480980e-02 5.470703e-02 0.238539 1.680543e-227 1.305e+223 1.000000
1533 x34 x55 pearson two-sided 18398 0.177438 [0.16, 0.19] 3.148411e-02 3.137881e-02 0.179336 5.366293e-130 5.52e+125 1.000000
1534 x34 x56 pearson two-sided 18398 0.495289 [0.48, 0.51] 2.453114e-01 2.452294e-01 0.543045 0.000000e+00 inf 1.000000
1535 x34 x57 pearson two-sided 18398 -0.025106 [-0.04, -0.01] 6.303240e-04 5.216673e-04 -0.025112 6.599509e-04 3.049 0.925905
1536 x34 x58 pearson two-sided 18398 -0.182443 [-0.2, -0.17] 3.328551e-02 3.318040e-02 -0.184509 1.909256e-137 1.506e+133 1.000000
1537 x34 x59 pearson two-sided 18398 -0.076460 [-0.09, -0.06] 5.846167e-03 5.738078e-03 -0.076610 2.886308e-25 2.427e+21 1.000000
1538 x34 x60 pearson two-sided 18398 -0.281033 [-0.29, -0.27] 7.897931e-02 7.887917e-02 -0.288803 0.000000e+00 inf 1.000000
1539 x34 x61 pearson two-sided 18398 -0.033863 [-0.05, -0.02] 1.146698e-03 1.038097e-03 -0.033876 4.345239e-06 353.545 0.995789
1540 x35 x36 pearson two-sided 18398 0.116185 [0.1, 0.13] 1.349888e-02 1.339162e-02 0.116712 2.584045e-56 1.779e+52 1.000000
1541 x35 x37 pearson two-sided 18398 -0.022019 [-0.04, -0.01] 4.848231e-04 3.761506e-04 -0.022022 2.819524e-03 0.799 0.847778
1542 x35 x38 pearson two-sided 18398 -0.056955 [-0.07, -0.04] 3.243925e-03 3.135552e-03 -0.057017 1.065830e-14 8.783e+10 1.000000
1543 x35 x39 pearson two-sided 18398 -0.026800 [-0.04, -0.01] 7.182443e-04 6.095972e-04 -0.026806 2.773903e-04 6.847 0.953116
1544 x35 x40 pearson two-sided 18398 0.119332 [0.11, 0.13] 1.424016e-02 1.413298e-02 0.119903 2.500253e-59 1.789e+55 1.000000
1545 x35 x41 pearson two-sided 18398 0.006711 [-0.01, 0.02] 4.504164e-05 -6.367866e-05 0.006711 3.626828e-01 0.014 0.148981
1546 x35 x42 pearson two-sided 18398 -0.184537 [-0.2, -0.17] 3.405402e-02 3.394899e-02 -0.186676 1.256190e-140 2.261e+136 1.000000
1547 x35 x43 pearson two-sided 18398 -0.026637 [-0.04, -0.01] 7.095221e-04 6.008740e-04 -0.026643 3.022102e-04 6.319 0.950905
1548 x35 x44 pearson two-sided 18398 0.666348 [0.66, 0.67] 4.440191e-01 4.439586e-01 0.804145 0.000000e+00 inf 1.000000
1549 x35 x45 pearson two-sided 18398 -0.114859 [-0.13, -0.1] 1.319251e-02 1.308522e-02 -0.115368 4.545706e-55 1.023e+51 1.000000
1550 x35 x46 pearson two-sided 18398 0.070217 [0.06, 0.08] 4.930488e-03 4.822299e-03 0.070333 1.493640e-21 5.102e+17 1.000000
1551 x35 x47 pearson two-sided 18398 -0.337735 [-0.35, -0.32] 1.140652e-01 1.139689e-01 -0.351534 0.000000e+00 inf 1.000000
1552 x35 x48 pearson two-sided 18398 -0.042626 [-0.06, -0.03] 1.816971e-03 1.708443e-03 -0.042652 7.295141e-09 1.697e+05 0.999935
1553 x35 x49 pearson two-sided 18398 0.171236 [0.16, 0.19] 2.932177e-02 2.921624e-02 0.172940 4.504992e-121 6.827e+116 1.000000
1554 x35 x50 pearson two-sided 18398 0.357357 [0.34, 0.37] 1.277038e-01 1.276090e-01 0.373852 0.000000e+00 inf 1.000000
1555 x35 x51 pearson two-sided 18398 0.128360 [0.11, 0.14] 1.647636e-02 1.636943e-02 0.129072 1.969471e-68 2.108e+64 1.000000
1556 x35 x52 pearson two-sided 18398 0.308974 [0.3, 0.32] 9.546489e-02 9.536655e-02 0.319411 0.000000e+00 inf 1.000000
1557 x35 x53 pearson two-sided 18398 -0.039963 [-0.05, -0.03] 1.597062e-03 1.488510e-03 -0.039985 5.880986e-08 2.237e+04 0.999733
1558 x35 x54 pearson two-sided 18398 -0.010031 [-0.02, 0.0] 1.006223e-04 -8.091931e-06 -0.010031 1.736565e-01 0.023 0.274904
1559 x35 x55 pearson two-sided 18398 -0.076800 [-0.09, -0.06] 5.898277e-03 5.790194e-03 -0.076952 1.774432e-25 3.93e+21 1.000000
1560 x35 x56 pearson two-sided 18398 0.149519 [0.14, 0.16] 2.235608e-02 2.224979e-02 0.150649 1.887826e-92 1.878e+88 1.000000
1561 x35 x57 pearson two-sided 18398 0.324977 [0.31, 0.34] 1.056102e-01 1.055130e-01 0.337202 0.000000e+00 inf 1.000000
1562 x35 x58 pearson two-sided 18398 0.136817 [0.12, 0.15] 1.871882e-02 1.861213e-02 0.137680 1.407818e-77 2.761e+73 1.000000
1563 x35 x59 pearson two-sided 18398 0.149863 [0.14, 0.16] 2.245880e-02 2.235252e-02 0.151000 7.165041e-93 4.937e+88 1.000000
1564 x35 x60 pearson two-sided 18398 0.524003 [0.51, 0.53] 2.745794e-01 2.745005e-01 0.581842 0.000000e+00 inf 1.000000
1565 x35 x61 pearson two-sided 18398 -0.022426 [-0.04, -0.01] 5.029124e-04 3.942419e-04 -0.022429 2.350263e-03 0.944 0.860414
1566 x36 x37 pearson two-sided 18398 0.469877 [0.46, 0.48] 2.207847e-01 2.207000e-01 0.509913 0.000000e+00 inf 1.000000
1567 x36 x38 pearson two-sided 18398 0.365473 [0.35, 0.38] 1.335702e-01 1.334760e-01 0.383188 0.000000e+00 inf 1.000000
1568 x36 x39 pearson two-sided 18398 0.105908 [0.09, 0.12] 1.121645e-02 1.110894e-02 0.106306 4.827632e-47 1.046e+43 1.000000
1569 x36 x40 pearson two-sided 18398 0.392044 [0.38, 0.4] 1.536988e-01 1.536068e-01 0.414213 0.000000e+00 inf 1.000000
1570 x36 x41 pearson two-sided 18398 -0.019199 [-0.03, -0.0] 3.686130e-04 2.599278e-04 -0.019202 9.207806e-03 0.274 0.740339
1571 x36 x42 pearson two-sided 18398 0.025557 [0.01, 0.04] 6.531445e-04 5.444903e-04 0.025562 5.266531e-04 3.761 0.934106
1572 x36 x43 pearson two-sided 18398 0.027785 [0.01, 0.04] 7.719806e-04 6.633394e-04 0.027792 1.638077e-04 11.228 0.964811
1573 x36 x44 pearson two-sided 18398 0.050583 [0.04, 0.06] 2.558628e-03 2.450181e-03 0.050626 6.651406e-12 1.579e+08 1.000000
1574 x36 x45 pearson two-sided 18398 -0.332849 [-0.35, -0.32] 1.107888e-01 1.106921e-01 -0.346029 0.000000e+00 inf 1.000000
1575 x36 x46 pearson two-sided 18398 0.097988 [0.08, 0.11] 9.601723e-03 9.494042e-03 0.098304 1.718849e-40 3.179e+36 1.000000
1576 x36 x47 pearson two-sided 18398 0.169196 [0.16, 0.18] 2.862718e-02 2.852157e-02 0.170839 3.283374e-118 9.487e+113 1.000000
1577 x36 x48 pearson two-sided 18398 0.041729 [0.03, 0.06] 1.741335e-03 1.632799e-03 0.041754 1.494343e-08 8.452e+04 0.999894
1578 x36 x49 pearson two-sided 18398 -0.042905 [-0.06, -0.03] 1.840832e-03 1.732307e-03 -0.042931 5.819098e-09 2.114e+05 0.999944
1579 x36 x50 pearson two-sided 18398 -0.150484 [-0.16, -0.14] 2.264540e-02 2.253914e-02 -0.151636 1.232667e-93 2.857e+89 1.000000
1580 x36 x51 pearson two-sided 18398 0.335515 [0.32, 0.35] 1.125703e-01 1.124738e-01 0.349030 0.000000e+00 inf 1.000000
1581 x36 x52 pearson two-sided 18398 -0.154598 [-0.17, -0.14] 2.390050e-02 2.379438e-02 -0.155847 8.831734e-99 3.877e+94 1.000000
1582 x36 x53 pearson two-sided 18398 0.046602 [0.03, 0.06] 2.171731e-03 2.063242e-03 0.046636 2.548069e-10 4.461e+06 0.999994
1583 x36 x54 pearson two-sided 18398 0.390913 [0.38, 0.4] 1.528131e-01 1.527210e-01 0.412877 0.000000e+00 inf 1.000000
1584 x36 x55 pearson two-sided 18398 0.152521 [0.14, 0.17] 2.326273e-02 2.315654e-02 0.153721 3.639748e-96 9.542e+91 1.000000
1585 x36 x56 pearson two-sided 18398 -0.176232 [-0.19, -0.16] 3.105770e-02 3.095235e-02 -0.178091 3.097369e-128 9.632e+123 1.000000
1586 x36 x57 pearson two-sided 18398 -0.126385 [-0.14, -0.11] 1.597323e-02 1.586624e-02 -0.127065 2.208138e-66 1.91e+62 1.000000
1587 x36 x58 pearson two-sided 18398 -0.483429 [-0.49, -0.47] 2.337034e-01 2.336201e-01 -0.527449 0.000000e+00 inf 1.000000
1588 x36 x59 pearson two-sided 18398 0.331711 [0.32, 0.34] 1.100320e-01 1.099352e-01 0.344749 0.000000e+00 inf 1.000000
1589 x36 x60 pearson two-sided 18398 -0.000609 [-0.02, 0.01] 3.714248e-07 -1.083537e-04 -0.000609 9.341225e-01 0.009 0.050782
1590 x36 x61 pearson two-sided 18398 0.005173 [-0.01, 0.02] 2.676097e-05 -8.196132e-05 0.005173 4.829085e-01 0.012 0.108025
1591 x37 x38 pearson two-sided 18398 0.069495 [0.06, 0.08] 4.829609e-03 4.721409e-03 0.069608 3.833465e-21 2.008e+17 1.000000
1592 x37 x39 pearson two-sided 18398 0.144824 [0.13, 0.16] 2.097403e-02 2.086759e-02 0.145850 8.566452e-87 4.279e+82 1.000000
1593 x37 x40 pearson two-sided 18398 0.526102 [0.52, 0.54] 2.767835e-01 2.767048e-01 0.584740 0.000000e+00 inf 1.000000
1594 x37 x41 pearson two-sided 18398 -0.005436 [-0.02, 0.01] 2.955027e-05 -7.917172e-05 -0.005436 4.609446e-01 0.012 0.114223
1595 x37 x42 pearson two-sided 18398 0.010863 [-0.0, 0.03] 1.179976e-04 9.285202e-06 0.010863 1.406574e-01 0.027 0.313573
1596 x37 x43 pearson two-sided 18398 0.099657 [0.09, 0.11] 9.931485e-03 9.823840e-03 0.099989 7.901521e-42 6.798e+37 1.000000
1597 x37 x44 pearson two-sided 18398 -0.244793 [-0.26, -0.23] 5.992374e-02 5.982153e-02 -0.249867 3.423609e-249 6.092e+244 1.000000
1598 x37 x45 pearson two-sided 18398 -0.617492 [-0.63, -0.61] 3.812963e-01 3.812290e-01 -0.720941 0.000000e+00 inf 1.000000
1599 x37 x46 pearson two-sided 18398 -0.131175 [-0.15, -0.12] 1.720681e-02 1.709995e-02 -0.131935 2.075618e-71 1.956e+67 1.000000
1600 x37 x47 pearson two-sided 18398 0.339454 [0.33, 0.35] 1.152289e-01 1.151327e-01 0.353475 0.000000e+00 inf 1.000000
1601 x37 x48 pearson two-sided 18398 -0.012660 [-0.03, 0.0] 1.602667e-04 5.155896e-05 -0.012660 8.596140e-02 0.04 0.404187
1602 x37 x49 pearson two-sided 18398 -0.411351 [-0.42, -0.4] 1.692099e-01 1.691196e-01 -0.437237 0.000000e+00 inf 1.000000
1603 x37 x50 pearson two-sided 18398 -0.143531 [-0.16, -0.13] 2.060122e-02 2.049474e-02 -0.144529 2.867607e-85 1.29e+81 1.000000
1604 x37 x51 pearson two-sided 18398 0.576154 [0.57, 0.59] 3.319538e-01 3.318811e-01 0.656687 0.000000e+00 inf 1.000000
1605 x37 x52 pearson two-sided 18398 -0.111884 [-0.13, -0.1] 1.251795e-02 1.241059e-02 -0.112354 2.503907e-52 1.908e+48 1.000000
1606 x37 x53 pearson two-sided 18398 0.102818 [0.09, 0.12] 1.057159e-02 1.046402e-02 0.103183 1.998933e-44 2.604e+40 1.000000
1607 x37 x54 pearson two-sided 18398 0.373690 [0.36, 0.39] 1.396439e-01 1.395503e-01 0.392705 0.000000e+00 inf 1.000000
1608 x37 x55 pearson two-sided 18398 0.350512 [0.34, 0.36] 1.228587e-01 1.227633e-01 0.366027 0.000000e+00 inf 1.000000
1609 x37 x56 pearson two-sided 18398 -0.254818 [-0.27, -0.24] 6.493239e-02 6.483072e-02 -0.260559 1.503289e-270 1.326e+266 1.000000
1610 x37 x57 pearson two-sided 18398 -0.188418 [-0.2, -0.17] 3.550131e-02 3.539645e-02 -0.190696 1.259833e-146 2.205e+142 1.000000
1611 x37 x58 pearson two-sided 18398 -0.151780 [-0.17, -0.14] 2.303712e-02 2.293090e-02 -0.152962 3.060534e-95 1.141e+91 1.000000
1612 x37 x59 pearson two-sided 18398 0.580853 [0.57, 0.59] 3.373906e-01 3.373186e-01 0.663750 0.000000e+00 inf 1.000000
1613 x37 x60 pearson two-sided 18398 -0.132518 [-0.15, -0.12] 1.756100e-02 1.745418e-02 -0.133302 7.461811e-73 5.384e+68 1.000000
1614 x37 x61 pearson two-sided 18398 0.001820 [-0.01, 0.02] 3.311007e-06 -1.054138e-04 0.001820 8.050669e-01 0.01 0.057005
1615 x38 x39 pearson two-sided 18398 0.463412 [0.45, 0.47] 2.147506e-01 2.146652e-01 0.501648 0.000000e+00 inf 1.000000
1616 x38 x40 pearson two-sided 18398 0.041288 [0.03, 0.06] 1.704700e-03 1.596160e-03 0.041311 2.115478e-08 6.031e+04 0.999865
1617 x38 x41 pearson two-sided 18398 -0.007223 [-0.02, 0.01] 5.217585e-05 -5.654368e-05 -0.007223 3.272308e-01 0.015 0.165125
1618 x38 x42 pearson two-sided 18398 0.055867 [0.04, 0.07] 3.121121e-03 3.012736e-03 0.055925 3.372285e-14 2.829e+10 1.000000
1619 x38 x43 pearson two-sided 18398 -0.005498 [-0.02, 0.01] 3.023222e-05 -7.848969e-05 -0.005498 4.558176e-01 0.012 0.115742
1620 x38 x44 pearson two-sided 18398 -0.037580 [-0.05, -0.02] 1.412258e-03 1.303686e-03 -0.037598 3.418512e-07 4078.538 0.999154
1621 x38 x45 pearson two-sided 18398 -0.057606 [-0.07, -0.04] 3.318412e-03 3.210047e-03 -0.057670 5.301277e-15 1.746e+11 1.000000
1622 x38 x46 pearson two-sided 18398 0.075675 [0.06, 0.09] 5.726752e-03 5.618649e-03 0.075820 8.801192e-25 8.04e+20 1.000000
1623 x38 x47 pearson two-sided 18398 0.030321 [0.02, 0.04] 9.193389e-04 8.107137e-04 0.030330 3.899934e-05 43.59 0.984369
1624 x38 x48 pearson two-sided 18398 0.053711 [0.04, 0.07] 2.884867e-03 2.776456e-03 0.053763 3.097705e-13 3.199e+09 1.000000
1625 x38 x49 pearson two-sided 18398 0.014623 [0.0, 0.03] 2.138187e-04 1.051168e-04 0.014624 4.732707e-02 0.066 0.509395
1626 x38 x50 pearson two-sided 18398 -0.067611 [-0.08, -0.05] 4.571246e-03 4.463018e-03 -0.067714 4.287546e-20 1.845e+16 1.000000
1627 x38 x51 pearson two-sided 18398 0.067171 [0.05, 0.08] 4.511997e-03 4.403762e-03 0.067273 7.459992e-20 1.067e+16 1.000000
1628 x38 x52 pearson two-sided 18398 -0.059456 [-0.07, -0.05] 3.535059e-03 3.426718e-03 -0.059527 6.960622e-16 1.29e+12 1.000000
1629 x38 x53 pearson two-sided 18398 -0.011585 [-0.03, 0.0] 1.342127e-04 2.550212e-05 -0.011586 1.161062e-01 0.032 0.348992
1630 x38 x54 pearson two-sided 18398 0.006291 [-0.01, 0.02] 3.957931e-05 -6.914158e-05 0.006291 3.935012e-01 0.013 0.136670
1631 x38 x55 pearson two-sided 18398 -0.008380 [-0.02, 0.01] 7.022758e-05 -3.848998e-05 -0.008380 2.556950e-01 0.018 0.206141
1632 x38 x56 pearson two-sided 18398 -0.065689 [-0.08, -0.05] 4.315100e-03 4.206844e-03 -0.065784 4.701329e-19 1.731e+15 1.000000
1633 x38 x57 pearson two-sided 18398 -0.034905 [-0.05, -0.02] 1.218372e-03 1.109779e-03 -0.034919 2.183719e-06 684.013 0.997250
1634 x38 x58 pearson two-sided 18398 -0.142232 [-0.16, -0.13] 2.023002e-02 2.012349e-02 -0.143203 9.444382e-84 3.954e+79 1.000000
1635 x38 x59 pearson two-sided 18398 0.067541 [0.05, 0.08] 4.561763e-03 4.453534e-03 0.067644 4.684959e-20 1.69e+16 1.000000
1636 x38 x60 pearson two-sided 18398 -0.010539 [-0.02, 0.0] 1.110746e-04 2.361512e-06 -0.010540 1.528689e-01 0.026 0.298244
1637 x38 x61 pearson two-sided 18398 0.027316 [0.01, 0.04] 7.461465e-04 6.375024e-04 0.027322 2.109594e-04 8.852 0.959580
1638 x39 x40 pearson two-sided 18398 0.053532 [0.04, 0.07] 2.865684e-03 2.757271e-03 0.053583 3.709263e-13 2.681e+09 1.000000
1639 x39 x41 pearson two-sided 18398 0.006546 [-0.01, 0.02] 4.284956e-05 -6.587098e-05 0.006546 3.746280e-01 0.014 0.144034
1640 x39 x42 pearson two-sided 18398 0.106635 [0.09, 0.12] 1.137100e-02 1.126351e-02 0.107042 1.138569e-47 4.405e+43 1.000000
1641 x39 x43 pearson two-sided 18398 0.005705 [-0.01, 0.02] 3.254317e-05 -7.617849e-05 0.005705 4.390907e-01 0.012 0.120897
1642 x39 x44 pearson two-sided 18398 -0.037532 [-0.05, -0.02] 1.408669e-03 1.300097e-03 -0.037550 3.537594e-07 3945.949 0.999135
1643 x39 x45 pearson two-sided 18398 -0.092097 [-0.11, -0.08] 8.481907e-03 8.374104e-03 -0.092359 5.969364e-36 9.742e+31 1.000000
1644 x39 x46 pearson two-sided 18398 -0.012563 [-0.03, 0.0] 1.578378e-04 4.912978e-05 -0.012564 8.837458e-02 0.039 0.399142
1645 x39 x47 pearson two-sided 18398 0.079123 [0.06, 0.09] 6.260479e-03 6.152434e-03 0.079289 6.034282e-27 1.122e+23 1.000000
1646 x39 x48 pearson two-sided 18398 0.025930 [0.01, 0.04] 6.723871e-04 5.637350e-04 0.025936 4.355738e-04 4.49 0.940361
1647 x39 x49 pearson two-sided 18398 -0.015722 [-0.03, -0.0] 2.471787e-04 1.384803e-04 -0.015723 3.296613e-02 0.09 0.568537
1648 x39 x50 pearson two-sided 18398 0.010655 [-0.0, 0.03] 1.135343e-04 4.821455e-06 0.010656 1.483982e-01 0.026 0.303703
1649 x39 x51 pearson two-sided 18398 0.085811 [0.07, 0.1] 7.363504e-03 7.255579e-03 0.086022 2.039491e-31 3.061e+27 1.000000
1650 x39 x52 pearson two-sided 18398 0.018717 [0.0, 0.03] 3.503153e-04 2.416281e-04 0.018719 1.112429e-02 0.232 0.718678
1651 x39 x53 pearson two-sided 18398 0.000977 [-0.01, 0.02] 9.541349e-07 -1.077710e-04 0.000977 8.946021e-01 0.009 0.052012
1652 x39 x54 pearson two-sided 18398 0.026406 [0.01, 0.04] 6.972544e-04 5.886050e-04 0.026412 3.409567e-04 5.644 0.947630
1653 x39 x55 pearson two-sided 18398 0.066292 [0.05, 0.08] 4.394572e-03 4.286324e-03 0.066389 2.236148e-19 3.607e+15 1.000000
1654 x39 x56 pearson two-sided 18398 -0.060431 [-0.07, -0.05] 3.651905e-03 3.543577e-03 -0.060505 2.329946e-16 3.792e+12 1.000000
1655 x39 x57 pearson two-sided 18398 0.017235 [0.0, 0.03] 2.970312e-04 1.883382e-04 0.017236 1.940274e-02 0.142 0.647226
1656 x39 x58 pearson two-sided 18398 -0.060026 [-0.07, -0.05] 3.603107e-03 3.494774e-03 -0.060098 3.679806e-16 2.417e+12 1.000000
1657 x39 x59 pearson two-sided 18398 0.086334 [0.07, 0.1] 7.453572e-03 7.345657e-03 0.086550 8.799173e-32 7.051e+27 1.000000
1658 x39 x60 pearson two-sided 18398 -0.035976 [-0.05, -0.02] 1.294239e-03 1.185655e-03 -0.035991 1.055799e-06 1375.551 0.998259
1659 x39 x61 pearson two-sided 18398 0.000394 [-0.01, 0.01] 1.555188e-07 -1.085697e-04 0.000394 9.573440e-01 0.009 0.050327
1660 x40 x41 pearson two-sided 18398 -0.003765 [-0.02, 0.01] 1.417829e-05 -9.454537e-05 -0.003765 6.095584e-01 0.011 0.080375
1661 x40 x42 pearson two-sided 18398 -0.033212 [-0.05, -0.02] 1.103021e-03 9.944160e-04 -0.033224 6.613741e-06 236.48 0.994556
1662 x40 x43 pearson two-sided 18398 0.041983 [0.03, 0.06] 1.762575e-03 1.654041e-03 0.042008 1.221695e-08 1.028e+05 0.999907
1663 x40 x44 pearson two-sided 18398 0.086136 [0.07, 0.1] 7.419434e-03 7.311516e-03 0.086350 1.210085e-31 5.139e+27 1.000000
1664 x40 x45 pearson two-sided 18398 -0.611952 [-0.62, -0.6] 3.744852e-01 3.744172e-01 -0.712036 0.000000e+00 inf 1.000000
1665 x40 x46 pearson two-sided 18398 -0.073912 [-0.09, -0.06] 5.462976e-03 5.354844e-03 -0.074047 1.033263e-23 7.01e+19 1.000000
1666 x40 x47 pearson two-sided 18398 0.086847 [0.07, 0.1] 7.542470e-03 7.434564e-03 0.087067 3.838027e-32 1.607e+28 1.000000
1667 x40 x48 pearson two-sided 18398 -0.098136 [-0.11, -0.08] 9.630737e-03 9.523059e-03 -0.098453 1.310882e-40 4.162e+36 1.000000
1668 x40 x49 pearson two-sided 18398 -0.109403 [-0.12, -0.1] 1.196909e-02 1.186166e-02 -0.109843 4.245995e-50 1.151e+46 1.000000
1669 x40 x50 pearson two-sided 18398 -0.019542 [-0.03, -0.01] 3.818781e-04 2.731944e-04 -0.019544 8.032653e-03 0.31 0.755170
1670 x40 x51 pearson two-sided 18398 0.558727 [0.55, 0.57] 3.121759e-01 3.121011e-01 0.630981 0.000000e+00 inf 1.000000
1671 x40 x52 pearson two-sided 18398 0.002322 [-0.01, 0.02] 5.393826e-06 -1.033308e-04 0.002322 7.527648e-01 0.01 0.061442
1672 x40 x53 pearson two-sided 18398 0.052651 [0.04, 0.07] 2.772093e-03 2.663669e-03 0.052699 8.936464e-13 1.131e+09 1.000000
1673 x40 x54 pearson two-sided 18398 0.270801 [0.26, 0.28] 7.333334e-02 7.323259e-02 0.277728 1.256977e-306 1.479e+302 1.000000
1674 x40 x55 pearson two-sided 18398 0.146500 [0.13, 0.16] 2.146224e-02 2.135585e-02 0.147562 8.616209e-89 4.203e+84 1.000000
1675 x40 x56 pearson two-sided 18398 0.003261 [-0.01, 0.02] 1.063728e-05 -9.808676e-05 0.003261 6.582313e-01 0.01 0.072702
1676 x40 x57 pearson two-sided 18398 -0.058109 [-0.07, -0.04] 3.376701e-03 3.268343e-03 -0.058175 3.069629e-15 2.99e+11 1.000000
1677 x40 x58 pearson two-sided 18398 -0.154903 [-0.17, -0.14] 2.399493e-02 2.388881e-02 -0.156160 3.620186e-99 9.44e+94 1.000000
1678 x40 x59 pearson two-sided 18398 0.593085 [0.58, 0.6] 3.517493e-01 3.516788e-01 0.682411 0.000000e+00 inf 1.000000
1679 x40 x60 pearson two-sided 18398 0.028072 [0.01, 0.04] 7.880289e-04 6.793894e-04 0.028079 1.400182e-04 13.015 0.967733
1680 x40 x61 pearson two-sided 18398 -0.000913 [-0.02, 0.01] 8.340005e-07 -1.078911e-04 -0.000913 9.014243e-01 0.009 0.051758
1681 x41 x42 pearson two-sided 18398 -0.007549 [-0.02, 0.01] 5.698886e-05 -5.173014e-05 -0.007549 3.058832e-01 0.016 0.176046
1682 x41 x43 pearson two-sided 18398 -0.000523 [-0.01, 0.01] 2.740393e-07 -1.084511e-04 -0.000523 9.433972e-01 0.009 0.050577
1683 x41 x44 pearson two-sided 18398 0.002319 [-0.01, 0.02] 5.378709e-06 -1.033459e-04 0.002319 7.531002e-01 0.01 0.061409
1684 x41 x45 pearson two-sided 18398 0.007813 [-0.01, 0.02] 6.104566e-05 -4.767290e-05 0.007813 2.892735e-01 0.016 0.185263
1685 x41 x46 pearson two-sided 18398 0.020028 [0.01, 0.03] 4.011330e-04 2.924515e-04 0.020031 6.593398e-03 0.37 0.775437
1686 x41 x47 pearson two-sided 18398 -0.022073 [-0.04, -0.01] 4.872010e-04 3.785287e-04 -0.022076 2.752776e-03 0.817 0.849495
1687 x41 x48 pearson two-sided 18398 -0.008894 [-0.02, 0.01] 7.910582e-05 -2.961078e-05 -0.008894 2.276876e-01 0.019 0.226314
1688 x41 x49 pearson two-sided 18398 0.005593 [-0.01, 0.02] 3.127796e-05 -7.744384e-05 0.005593 4.481279e-01 0.012 0.118073
1689 x41 x50 pearson two-sided 18398 0.009518 [-0.0, 0.02] 9.058822e-05 -1.812713e-05 0.009518 1.967292e-01 0.021 0.252317
1690 x41 x51 pearson two-sided 18398 -0.000783 [-0.02, 0.01] 6.136767e-07 -1.081115e-04 -0.000783 9.153846e-01 0.009 0.051293
1691 x41 x52 pearson two-sided 18398 0.008637 [-0.01, 0.02] 7.459651e-05 -3.412058e-05 0.008637 2.414186e-01 0.018 0.216072
1692 x41 x53 pearson two-sided 18398 0.000958 [-0.01, 0.02] 9.169360e-07 -1.078082e-04 0.000958 8.966654e-01 0.009 0.051934
1693 x41 x54 pearson two-sided 18398 -0.015014 [-0.03, -0.0] 2.254081e-04 1.167074e-04 -0.015015 4.170929e-02 0.073 0.530523
1694 x41 x55 pearson two-sided 18398 -0.015975 [-0.03, -0.0] 2.552075e-04 1.465101e-04 -0.015977 3.024576e-02 0.097 0.581998
1695 x41 x56 pearson two-sided 18398 0.010230 [-0.0, 0.02] 1.046598e-04 -4.054003e-06 0.010231 1.652658e-01 0.024 0.283946
1696 x41 x57 pearson two-sided 18398 0.015202 [0.0, 0.03] 2.310896e-04 1.223895e-04 0.015203 3.921567e-02 0.077 0.540656
1697 x41 x58 pearson two-sided 18398 0.015442 [0.0, 0.03] 2.384679e-04 1.297686e-04 0.015444 3.620848e-02 0.083 0.553592
1698 x41 x59 pearson two-sided 18398 -0.003268 [-0.02, 0.01] 1.067796e-05 -9.804608e-05 -0.003268 6.576201e-01 0.01 0.072790
1699 x41 x60 pearson two-sided 18398 0.010652 [-0.0, 0.03] 1.134731e-04 4.760213e-06 0.010653 1.485077e-01 0.026 0.303567
1700 x41 x61 pearson two-sided 18398 0.007399 [-0.01, 0.02] 5.474051e-05 -5.397873e-05 0.007399 3.156210e-01 0.015 0.170942
1701 x42 x43 pearson two-sided 18398 -0.016692 [-0.03, -0.0] 2.786126e-04 1.699177e-04 -0.016693 2.357091e-02 0.12 0.619511
1702 x42 x44 pearson two-sided 18398 -0.207484 [-0.22, -0.19] 4.304981e-02 4.294576e-02 -0.210541 4.700568e-178 5.327e+173 1.000000
1703 x42 x45 pearson two-sided 18398 -0.019978 [-0.03, -0.01] 3.991013e-04 2.904195e-04 -0.019980 6.731938e-03 0.363 0.773367
1704 x42 x46 pearson two-sided 18398 0.041086 [0.03, 0.06] 1.688072e-03 1.579530e-03 0.041109 2.477155e-08 5.175e+04 0.999850
1705 x42 x47 pearson two-sided 18398 0.109233 [0.09, 0.12] 1.193183e-02 1.182440e-02 0.109671 6.015535e-50 8.137e+45 1.000000
1706 x42 x48 pearson two-sided 18398 0.140178 [0.13, 0.15] 1.964997e-02 1.954338e-02 0.141107 2.216669e-81 1.71e+77 1.000000
1707 x42 x49 pearson two-sided 18398 -0.021390 [-0.04, -0.01] 4.575254e-04 3.488500e-04 -0.021393 3.714557e-03 0.622 0.826806
1708 x42 x50 pearson two-sided 18398 -0.080901 [-0.1, -0.07] 6.544995e-03 6.436981e-03 -0.081078 4.239052e-28 1.562e+24 1.000000
1709 x42 x51 pearson two-sided 18398 0.028899 [0.01, 0.04] 8.351619e-04 7.265275e-04 0.028907 8.839728e-05 20.085 0.975047
1710 x42 x52 pearson two-sided 18398 -0.153312 [-0.17, -0.14] 2.350455e-02 2.339838e-02 -0.154530 3.713130e-97 9.303e+92 1.000000
1711 x42 x53 pearson two-sided 18398 0.024357 [0.01, 0.04] 5.932572e-04 4.845965e-04 0.024362 9.531143e-04 2.168 0.910566
1712 x42 x54 pearson two-sided 18398 -0.022415 [-0.04, -0.01] 5.024266e-04 3.937560e-04 -0.022419 2.361766e-03 0.94 0.860087
1713 x42 x55 pearson two-sided 18398 0.073776 [0.06, 0.09] 5.442919e-03 5.334786e-03 0.073910 1.246100e-23 5.824e+19 1.000000
1714 x42 x56 pearson two-sided 18398 -0.385427 [-0.4, -0.37] 1.485540e-01 1.484614e-01 -0.406418 0.000000e+00 inf 1.000000
1715 x42 x57 pearson two-sided 18398 -0.033787 [-0.05, -0.02] 1.141573e-03 1.032972e-03 -0.033800 4.564624e-06 337.25 0.995660
1716 x42 x58 pearson two-sided 18398 -0.023254 [-0.04, -0.01] 5.407603e-04 4.320939e-04 -0.023258 1.608279e-03 1.337 0.883881
1717 x42 x59 pearson two-sided 18398 0.016441 [0.0, 0.03] 2.703180e-04 1.616222e-04 0.016443 2.574137e-02 0.111 0.606511
1718 x42 x60 pearson two-sided 18398 0.008647 [-0.01, 0.02] 7.477164e-05 -3.394543e-05 0.008647 2.408669e-01 0.018 0.216470
1719 x42 x61 pearson two-sided 18398 0.018739 [0.0, 0.03] 3.511547e-04 2.424677e-04 0.018741 1.102799e-02 0.234 0.719703
1720 x43 x44 pearson two-sided 18398 -0.062725 [-0.08, -0.05] 3.934385e-03 3.826087e-03 -0.062807 1.655382e-17 5.145e+13 1.000000
1721 x43 x45 pearson two-sided 18398 -0.026058 [-0.04, -0.01] 6.790075e-04 5.703561e-04 -0.026064 4.080591e-04 4.772 0.942382
1722 x43 x46 pearson two-sided 18398 -0.062117 [-0.08, -0.05] 3.858487e-03 3.750181e-03 -0.062197 3.368124e-17 2.553e+13 1.000000
1723 x43 x47 pearson two-sided 18398 0.051604 [0.04, 0.07] 2.662959e-03 2.554523e-03 0.051650 2.492906e-12 4.133e+08 1.000000
1724 x43 x48 pearson two-sided 18398 -0.006355 [-0.02, 0.01] 4.038035e-05 -6.834046e-05 -0.006355 3.887553e-01 0.013 0.138472
1725 x43 x49 pearson two-sided 18398 -0.221545 [-0.24, -0.21] 4.908236e-02 4.897898e-02 -0.225281 2.410271e-203 9.67e+198 1.000000
1726 x43 x50 pearson two-sided 18398 -0.019286 [-0.03, -0.0] 3.719445e-04 2.632598e-04 -0.019288 8.897042e-03 0.283 0.744132
1727 x43 x51 pearson two-sided 18398 0.013591 [-0.0, 0.03] 1.847222e-04 7.601709e-05 0.013592 6.526083e-02 0.051 0.453719
1728 x43 x52 pearson two-sided 18398 0.016532 [0.0, 0.03] 2.733092e-04 1.646137e-04 0.016534 2.493569e-02 0.114 0.611236
1729 x43 x53 pearson two-sided 18398 0.069802 [0.06, 0.08] 4.872321e-03 4.764125e-03 0.069916 2.571997e-21 2.98e+17 1.000000
1730 x43 x54 pearson two-sided 18398 0.118205 [0.1, 0.13] 1.397247e-02 1.386527e-02 0.118760 3.066656e-58 1.473e+54 1.000000
1731 x43 x55 pearson two-sided 18398 -0.017943 [-0.03, -0.0] 3.219463e-04 2.132561e-04 -0.017945 1.494181e-02 0.179 0.682225
1732 x43 x56 pearson two-sided 18398 -0.206454 [-0.22, -0.19] 4.262329e-02 4.251920e-02 -0.209465 2.846753e-176 8.844e+171 1.000000
1733 x43 x57 pearson two-sided 18398 -0.051066 [-0.07, -0.04] 2.607778e-03 2.499336e-03 -0.051111 4.188853e-12 2.485e+08 1.000000
1734 x43 x58 pearson two-sided 18398 -0.019855 [-0.03, -0.01] 3.942301e-04 2.855478e-04 -0.019858 7.076335e-03 0.347 0.768340
1735 x43 x59 pearson two-sided 18398 0.010372 [-0.0, 0.02] 1.075687e-04 -1.144799e-06 0.010372 1.595078e-01 0.025 0.290440
1736 x43 x60 pearson two-sided 18398 0.008372 [-0.01, 0.02] 7.009875e-05 -3.861882e-05 0.008373 2.561315e-01 0.018 0.205848
1737 x43 x61 pearson two-sided 18398 0.002714 [-0.01, 0.02] 7.363118e-06 -1.013613e-04 0.002714 7.128482e-01 0.01 0.065656
1738 x44 x45 pearson two-sided 18398 -0.077305 [-0.09, -0.06] 5.976082e-03 5.868006e-03 -0.077460 8.582374e-26 8.072e+21 1.000000
1739 x44 x46 pearson two-sided 18398 0.158679 [0.14, 0.17] 2.517913e-02 2.507315e-02 0.160032 4.995793e-104 6.67e+99 1.000000
1740 x44 x47 pearson two-sided 18398 -0.398298 [-0.41, -0.39] 1.586415e-01 1.585501e-01 -0.421625 0.000000e+00 inf 1.000000
1741 x44 x48 pearson two-sided 18398 -0.131224 [-0.15, -0.12] 1.721965e-02 1.711280e-02 -0.131985 1.839828e-71 2.206e+67 1.000000
1742 x44 x49 pearson two-sided 18398 0.460657 [0.45, 0.47] 2.122053e-01 2.121197e-01 0.498146 0.000000e+00 inf 1.000000
1743 x44 x50 pearson two-sided 18398 0.398338 [0.39, 0.41] 1.586728e-01 1.585814e-01 0.421671 0.000000e+00 inf 1.000000
1744 x44 x51 pearson two-sided 18398 0.119360 [0.11, 0.13] 1.424684e-02 1.413967e-02 0.119932 2.348470e-59 1.904e+55 1.000000
1745 x44 x52 pearson two-sided 18398 0.341720 [0.33, 0.35] 1.167727e-01 1.166767e-01 0.356039 0.000000e+00 inf 1.000000
1746 x44 x53 pearson two-sided 18398 -0.007237 [-0.02, 0.01] 5.237202e-05 -5.634749e-05 -0.007237 3.263230e-01 0.015 0.165570
1747 x44 x54 pearson two-sided 18398 -0.055973 [-0.07, -0.04] 3.132959e-03 3.024574e-03 -0.056031 3.017832e-14 3.155e+10 1.000000
1748 x44 x55 pearson two-sided 18398 -0.130715 [-0.14, -0.12] 1.708647e-02 1.697960e-02 -0.131467 6.423339e-71 6.343e+66 1.000000
1749 x44 x56 pearson two-sided 18398 0.346691 [0.33, 0.36] 1.201947e-01 1.200990e-01 0.361678 0.000000e+00 inf 1.000000
1750 x44 x57 pearson two-sided 18398 0.398396 [0.39, 0.41] 1.587191e-01 1.586276e-01 0.421740 0.000000e+00 inf 1.000000
1751 x44 x58 pearson two-sided 18398 0.052032 [0.04, 0.07] 2.707347e-03 2.598916e-03 0.052079 1.642326e-12 6.223e+08 1.000000
1752 x44 x59 pearson two-sided 18398 0.126847 [0.11, 0.14] 1.609017e-02 1.598320e-02 0.127534 7.373769e-67 5.699e+62 1.000000
1753 x44 x60 pearson two-sided 18398 0.510141 [0.5, 0.52] 2.602435e-01 2.601631e-01 0.562920 0.000000e+00 inf 1.000000
1754 x44 x61 pearson two-sided 18398 0.000881 [-0.01, 0.02] 7.755600e-07 -1.079496e-04 0.000881 9.049238e-01 0.009 0.051635
1755 x45 x46 pearson two-sided 18398 0.088043 [0.07, 0.1] 7.751637e-03 7.643754e-03 0.088272 5.448339e-33 1.117e+29 1.000000
1756 x45 x47 pearson two-sided 18398 -0.020160 [-0.03, -0.01] 4.064085e-04 2.977275e-04 -0.020162 6.247106e-03 0.388 0.780737
1757 x45 x48 pearson two-sided 18398 0.034196 [0.02, 0.05] 1.169398e-03 1.060800e-03 0.034210 3.493837e-06 435.73 0.996319
1758 x45 x49 pearson two-sided 18398 0.034094 [0.02, 0.05] 1.162407e-03 1.053808e-03 0.034107 3.736469e-06 408.568 0.996163
1759 x45 x50 pearson two-sided 18398 -0.089482 [-0.1, -0.08] 8.007019e-03 7.899165e-03 -0.089722 5.024061e-34 1.191e+30 1.000000
1760 x45 x51 pearson two-sided 18398 -0.913023 [-0.92, -0.91] 8.336103e-01 8.335922e-01 -1.545396 0.000000e+00 inf 1.000000
1761 x45 x52 pearson two-sided 18398 -0.088033 [-0.1, -0.07] 7.749751e-03 7.641869e-03 -0.088261 5.545063e-33 1.097e+29 1.000000
1762 x45 x53 pearson two-sided 18398 -0.034997 [-0.05, -0.02] 1.224757e-03 1.116165e-03 -0.035011 2.054032e-06 725.438 0.997353
1763 x45 x54 pearson two-sided 18398 -0.008942 [-0.02, 0.01] 7.995876e-05 -2.875774e-05 -0.008942 2.251974e-01 0.019 0.228249
1764 x45 x55 pearson two-sided 18398 -0.054185 [-0.07, -0.04] 2.935989e-03 2.827583e-03 -0.054238 1.916671e-13 5.127e+09 1.000000
1765 x45 x56 pearson two-sided 18398 0.013833 [-0.0, 0.03] 1.913562e-04 8.265178e-05 0.013834 6.061674e-02 0.054 0.466736
1766 x45 x57 pearson two-sided 18398 -0.052229 [-0.07, -0.04] 2.727817e-03 2.619388e-03 -0.052276 1.354842e-12 7.517e+08 1.000000
1767 x45 x58 pearson two-sided 18398 -0.007427 [-0.02, 0.01] 5.516014e-05 -5.355906e-05 -0.007427 3.137732e-01 0.015 0.171894
1768 x45 x59 pearson two-sided 18398 -0.978280 [-0.98, -0.98] 9.570324e-01 9.570277e-01 -2.255882 0.000000e+00 nan 1.000000
1769 x45 x60 pearson two-sided 18398 -0.075058 [-0.09, -0.06] 5.633663e-03 5.525551e-03 -0.075199 2.099011e-24 3.399e+20 1.000000
1770 x45 x61 pearson two-sided 18398 0.001763 [-0.01, 0.02] 3.108870e-06 -1.056160e-04 0.001763 8.109948e-01 0.01 0.056576
1771 x46 x47 pearson two-sided 18398 -0.072465 [-0.09, -0.06] 5.251232e-03 5.143078e-03 -0.072593 7.464875e-23 9.896e+18 1.000000
1772 x46 x48 pearson two-sided 18398 0.219450 [0.21, 0.23] 4.815810e-02 4.805461e-02 0.223078 1.849117e-199 1.274e+195 1.000000
1773 x46 x49 pearson two-sided 18398 0.303979 [0.29, 0.32] 9.240349e-02 9.230481e-02 0.313898 0.000000e+00 inf 1.000000
1774 x46 x50 pearson two-sided 18398 -0.103466 [-0.12, -0.09] 1.070521e-02 1.059765e-02 -0.103838 5.735783e-45 9.016e+40 1.000000
1775 x46 x51 pearson two-sided 18398 0.034159 [0.02, 0.05] 1.166860e-03 1.058262e-03 0.034173 3.580035e-06 425.667 0.996263
1776 x46 x52 pearson two-sided 18398 -0.081219 [-0.1, -0.07] 6.596509e-03 6.488501e-03 -0.081398 2.620909e-28 2.516e+24 1.000000
1777 x46 x53 pearson two-sided 18398 -0.038834 [-0.05, -0.02] 1.508082e-03 1.399521e-03 -0.038854 1.371336e-07 9858.386 0.999533
1778 x46 x54 pearson two-sided 18398 -0.223792 [-0.24, -0.21] 5.008300e-02 4.997972e-02 -0.227645 1.485922e-207 1.551e+203 1.000000
1779 x46 x55 pearson two-sided 18398 -0.257026 [-0.27, -0.24] 6.606234e-02 6.596080e-02 -0.262921 2.203879e-275 8.955e+270 1.000000
1780 x46 x56 pearson two-sided 18398 -0.017248 [-0.03, -0.0] 2.974942e-04 1.888014e-04 -0.017250 1.930836e-02 0.143 0.647903
1781 x46 x57 pearson two-sided 18398 0.207972 [0.19, 0.22] 4.325216e-02 4.314814e-02 0.211050 6.704560e-179 3.725e+174 1.000000
1782 x46 x58 pearson two-sided 18398 -0.247748 [-0.26, -0.23] 6.137920e-02 6.127715e-02 -0.253012 2.186763e-255 9.409e+250 1.000000
1783 x46 x59 pearson two-sided 18398 0.031816 [0.02, 0.05] 1.012274e-03 9.036587e-04 0.031827 1.586440e-05 102.553 0.990783
1784 x46 x60 pearson two-sided 18398 0.000680 [-0.01, 0.02] 4.622261e-07 -1.082629e-04 0.000680 9.265303e-01 0.009 0.050974
1785 x46 x61 pearson two-sided 18398 0.022348 [0.01, 0.04] 4.994137e-04 3.907428e-04 0.022351 2.434393e-03 0.914 0.858045
1786 x47 x48 pearson two-sided 18398 -0.013983 [-0.03, 0.0] 1.955367e-04 8.683281e-05 -0.013984 5.787182e-02 0.056 0.474842
1787 x47 x49 pearson two-sided 18398 -0.170320 [-0.18, -0.16] 2.900893e-02 2.890336e-02 -0.171996 8.775297e-120 3.525e+115 1.000000
1788 x47 x50 pearson two-sided 18398 -0.008467 [-0.02, 0.01] 7.168848e-05 -3.702892e-05 -0.008467 2.508088e-01 0.018 0.209462
1789 x47 x51 pearson two-sided 18398 -0.020875 [-0.04, -0.01] 4.357767e-04 3.270989e-04 -0.020878 4.631270e-03 0.509 0.808340
1790 x47 x52 pearson two-sided 18398 0.056856 [0.04, 0.07] 3.232576e-03 3.124202e-03 0.056917 1.185516e-14 7.91e+10 1.000000
1791 x47 x53 pearson two-sided 18398 0.162307 [0.15, 0.18] 2.634367e-02 2.623781e-02 0.163756 8.201978e-109 3.968e+104 1.000000
1792 x47 x54 pearson two-sided 18398 0.288705 [0.28, 0.3] 8.335079e-02 8.325113e-02 0.297153 0.000000e+00 inf 1.000000
1793 x47 x55 pearson two-sided 18398 0.711219 [0.7, 0.72] 5.058327e-01 5.057790e-01 0.889647 0.000000e+00 inf 1.000000
1794 x47 x56 pearson two-sided 18398 0.128644 [0.11, 0.14] 1.654916e-02 1.644223e-02 0.129360 9.947672e-69 4.164e+64 1.000000
1795 x47 x57 pearson two-sided 18398 -0.012767 [-0.03, 0.0] 1.630002e-04 5.429270e-05 -0.012768 8.333063e-02 0.041 0.409839
1796 x47 x58 pearson two-sided 18398 -0.261273 [-0.27, -0.25] 6.826339e-02 6.816208e-02 -0.267474 8.140652e-285 2.379e+280 1.000000
1797 x47 x59 pearson two-sided 18398 -0.053853 [-0.07, -0.04] 2.900189e-03 2.791779e-03 -0.053906 2.682551e-13 3.685e+09 1.000000
1798 x47 x60 pearson two-sided 18398 -0.538669 [-0.55, -0.53] 2.901638e-01 2.900866e-01 -0.602278 0.000000e+00 inf 1.000000
1799 x47 x61 pearson two-sided 18398 -0.004172 [-0.02, 0.01] 1.740425e-05 -9.131905e-05 -0.004172 5.715099e-01 0.011 0.087410
1800 x48 x49 pearson two-sided 18398 0.135646 [0.12, 0.15] 1.839983e-02 1.829310e-02 0.136487 2.822348e-76 1.39e+72 1.000000
1801 x48 x50 pearson two-sided 18398 0.156483 [0.14, 0.17] 2.448701e-02 2.438094e-02 0.157780 3.466104e-101 9.755e+96 1.000000
1802 x48 x51 pearson two-sided 18398 0.001624 [-0.01, 0.02] 2.637535e-06 -1.060874e-04 0.001624 8.256609e-01 0.009 0.055576
1803 x48 x52 pearson two-sided 18398 0.171131 [0.16, 0.19] 2.928597e-02 2.918043e-02 0.172832 6.328355e-121 4.863e+116 1.000000
1804 x48 x53 pearson two-sided 18398 0.055954 [0.04, 0.07] 3.130827e-03 3.022442e-03 0.056012 3.078795e-14 3.094e+10 1.000000
1805 x48 x54 pearson two-sided 18398 -0.281065 [-0.29, -0.27] 7.899781e-02 7.889768e-02 -0.288839 0.000000e+00 inf 1.000000
1806 x48 x55 pearson two-sided 18398 -0.099339 [-0.11, -0.09] 9.868173e-03 9.760520e-03 -0.099667 1.427326e-41 3.775e+37 1.000000
1807 x48 x56 pearson two-sided 18398 -0.118524 [-0.13, -0.1] 1.404800e-02 1.394080e-02 -0.119084 1.511923e-58 2.979e+54 1.000000
1808 x48 x57 pearson two-sided 18398 0.227208 [0.21, 0.24] 5.162333e-02 5.152022e-02 0.231243 4.815744e-214 4.707e+209 1.000000
1809 x48 x58 pearson two-sided 18398 0.003518 [-0.01, 0.02] 1.237414e-05 -9.634971e-05 0.003518 6.332868e-01 0.01 0.076459
1810 x48 x59 pearson two-sided 18398 0.001298 [-0.01, 0.02] 1.685987e-06 -1.070390e-04 0.001298 8.602078e-01 0.009 0.053560
1811 x48 x60 pearson two-sided 18398 -0.084365 [-0.1, -0.07] 7.117419e-03 7.009468e-03 -0.084566 2.027604e-30 3.132e+26 1.000000
1812 x48 x61 pearson two-sided 18398 -0.017376 [-0.03, -0.0] 3.019381e-04 1.932457e-04 -0.017378 1.842649e-02 0.149 0.654344
1813 x49 x50 pearson two-sided 18398 0.335190 [0.32, 0.35] 1.123522e-01 1.122557e-01 0.348664 0.000000e+00 inf 1.000000
1814 x49 x51 pearson two-sided 18398 0.016424 [0.0, 0.03] 2.697446e-04 1.610487e-04 0.016425 2.589890e-02 0.11 0.605600
1815 x49 x52 pearson two-sided 18398 0.291959 [0.28, 0.31] 8.523996e-02 8.514050e-02 0.300706 0.000000e+00 inf 1.000000
1816 x49 x53 pearson two-sided 18398 0.001163 [-0.01, 0.02] 1.351946e-06 -1.073731e-04 0.001163 8.746921e-01 0.009 0.052853
1817 x49 x54 pearson two-sided 18398 -0.285861 [-0.3, -0.27] 8.171640e-02 8.161656e-02 -0.294053 0.000000e+00 inf 1.000000
1818 x49 x55 pearson two-sided 18398 -0.115237 [-0.13, -0.1] 1.327951e-02 1.317223e-02 -0.115751 2.013717e-55 2.302e+51 1.000000
1819 x49 x56 pearson two-sided 18398 0.373768 [0.36, 0.39] 1.397022e-01 1.396086e-01 0.392795 0.000000e+00 inf 1.000000
1820 x49 x57 pearson two-sided 18398 0.437342 [0.43, 0.45] 1.912679e-01 1.911800e-01 0.468939 0.000000e+00 inf 1.000000
1821 x49 x58 pearson two-sided 18398 -0.095601 [-0.11, -0.08] 9.139569e-03 9.031838e-03 -0.095894 1.286558e-38 4.354e+34 1.000000
1822 x49 x59 pearson two-sided 18398 0.018351 [0.0, 0.03] 3.367657e-04 2.280771e-04 0.018353 1.280381e-02 0.205 0.701710
1823 x49 x60 pearson two-sided 18398 0.136336 [0.12, 0.15] 1.858751e-02 1.848080e-02 0.137190 4.836976e-77 8.066e+72 1.000000
1824 x49 x61 pearson two-sided 18398 -0.006535 [-0.02, 0.01] 4.270344e-05 -6.601711e-05 -0.006535 3.754437e-01 0.014 0.143705
1825 x50 x51 pearson two-sided 18398 0.060915 [0.05, 0.08] 3.710659e-03 3.602337e-03 0.060991 1.344028e-16 6.522e+12 1.000000
1826 x50 x52 pearson two-sided 18398 0.919098 [0.92, 0.92] 8.447409e-01 8.447240e-01 1.583185 0.000000e+00 inf 1.000000
1827 x50 x53 pearson two-sided 18398 0.115055 [0.1, 0.13] 1.323763e-02 1.313034e-02 0.115567 2.980150e-55 1.558e+51 1.000000
1828 x50 x54 pearson two-sided 18398 -0.221662 [-0.24, -0.21] 4.913383e-02 4.903045e-02 -0.225403 1.464336e-203 1.591e+199 1.000000
1829 x50 x55 pearson two-sided 18398 0.288079 [0.27, 0.3] 8.298953e-02 8.288983e-02 0.296470 0.000000e+00 inf 1.000000
1830 x50 x56 pearson two-sided 18398 0.413847 [0.4, 0.43] 1.712692e-01 1.711791e-01 0.440244 0.000000e+00 inf 1.000000
1831 x50 x57 pearson two-sided 18398 0.884623 [0.88, 0.89] 7.825575e-01 7.825339e-01 1.396638 0.000000e+00 inf 1.000000
1832 x50 x58 pearson two-sided 18398 0.092531 [0.08, 0.11] 8.561975e-03 8.454181e-03 0.092796 2.826957e-36 2.047e+32 1.000000
1833 x50 x59 pearson two-sided 18398 0.068796 [0.05, 0.08] 4.732947e-03 4.624736e-03 0.068905 9.459570e-21 8.221e+16 1.000000
1834 x50 x60 pearson two-sided 18398 0.155222 [0.14, 0.17] 2.409394e-02 2.398784e-02 0.156487 1.420957e-99 2.4e+95 1.000000
1835 x50 x61 pearson two-sided 18398 -0.019891 [-0.03, -0.01] 3.956489e-04 2.869667e-04 -0.019894 6.974211e-03 0.352 0.769813
1836 x51 x52 pearson two-sided 18398 0.060297 [0.05, 0.07] 3.635762e-03 3.527432e-03 0.060371 2.710203e-16 3.267e+12 1.000000
1837 x51 x53 pearson two-sided 18398 0.019928 [0.01, 0.03] 3.971119e-04 2.884299e-04 0.019930 6.870476e-03 0.357 0.771325
1838 x51 x54 pearson two-sided 18398 -0.042903 [-0.06, -0.03] 1.840687e-03 1.732162e-03 -0.042930 5.827101e-09 2.111e+05 0.999944
1839 x51 x55 pearson two-sided 18398 -0.034602 [-0.05, -0.02] 1.197282e-03 1.088687e-03 -0.034616 2.673327e-06 563.284 0.996881
1840 x51 x56 pearson two-sided 18398 -0.018978 [-0.03, -0.0] 3.601515e-04 2.514655e-04 -0.018980 1.004804e-02 0.254 0.730498
1841 x51 x57 pearson two-sided 18398 0.068072 [0.05, 0.08] 4.633809e-03 4.525587e-03 0.068178 2.389197e-20 3.289e+16 1.000000
1842 x51 x58 pearson two-sided 18398 -0.025328 [-0.04, -0.01] 6.415237e-04 5.328682e-04 -0.025334 5.907391e-04 3.38 0.930040
1843 x51 x59 pearson two-sided 18398 0.924882 [0.92, 0.93] 8.554072e-01 8.553915e-01 1.621782 0.000000e+00 inf 1.000000
1844 x51 x60 pearson two-sided 18398 0.082093 [0.07, 0.1] 6.739237e-03 6.631245e-03 0.082278 6.916744e-29 9.434e+24 1.000000
1845 x51 x61 pearson two-sided 18398 0.003081 [-0.01, 0.02] 9.490911e-06 -9.923325e-05 0.003081 6.760636e-01 0.01 0.070229
1846 x52 x53 pearson two-sided 18398 0.120705 [0.11, 0.13] 1.456977e-02 1.446263e-02 0.121297 1.140596e-60 3.876e+56 1.000000
1847 x52 x54 pearson two-sided 18398 -0.229743 [-0.24, -0.22] 5.278195e-02 5.267897e-02 -0.233918 6.232746e-219 3.592e+214 1.000000
1848 x52 x55 pearson two-sided 18398 0.316067 [0.3, 0.33] 9.989813e-02 9.980026e-02 0.327271 0.000000e+00 inf 1.000000
1849 x52 x56 pearson two-sided 18398 0.421505 [0.41, 0.43] 1.776661e-01 1.775766e-01 0.449520 0.000000e+00 inf 1.000000
1850 x52 x57 pearson two-sided 18398 0.847152 [0.84, 0.85] 7.176658e-01 7.176351e-01 1.245977 0.000000e+00 inf 1.000000
1851 x52 x58 pearson two-sided 18398 0.102886 [0.09, 0.12] 1.058557e-02 1.047800e-02 0.103252 1.754243e-44 2.965e+40 1.000000
1852 x52 x59 pearson two-sided 18398 0.068729 [0.05, 0.08] 4.723676e-03 4.615465e-03 0.068838 1.031565e-20 7.546e+16 1.000000
1853 x52 x60 pearson two-sided 18398 0.049387 [0.03, 0.06] 2.439117e-03 2.330657e-03 0.049428 2.048746e-11 5.247e+07 0.999999
1854 x52 x61 pearson two-sided 18398 -0.063746 [-0.08, -0.05] 4.063525e-03 3.955242e-03 -0.063832 4.944524e-18 1.695e+14 1.000000
1855 x53 x54 pearson two-sided 18398 0.034442 [0.02, 0.05] 1.186248e-03 1.077651e-03 0.034456 2.971965e-06 508.861 0.996669
1856 x53 x55 pearson two-sided 18398 0.160608 [0.15, 0.17] 2.579477e-02 2.568885e-02 0.162010 1.478484e-106 2.225e+102 1.000000
1857 x53 x56 pearson two-sided 18398 0.016517 [0.0, 0.03] 2.728034e-04 1.641078e-04 0.016518 2.507008e-02 0.114 0.610440
1858 x53 x57 pearson two-sided 18398 0.098898 [0.08, 0.11] 9.780858e-03 9.673196e-03 0.099223 3.226145e-41 1.678e+37 1.000000
1859 x53 x58 pearson two-sided 18398 -0.108984 [-0.12, -0.09] 1.187754e-02 1.177010e-02 -0.109419 9.994146e-50 4.909e+45 1.000000
1860 x53 x59 pearson two-sided 18398 0.011459 [-0.0, 0.03] 1.313089e-04 2.259802e-05 0.011460 1.201279e-01 0.031 0.342703
1861 x53 x60 pearson two-sided 18398 -0.024211 [-0.04, -0.01] 5.861484e-04 4.774870e-04 -0.024215 1.022897e-03 2.03 0.907313
1862 x53 x61 pearson two-sided 18398 -0.210882 [-0.22, -0.2] 4.447130e-02 4.436741e-02 -0.214094 5.332398e-184 4.613e+179 1.000000
1863 x54 x55 pearson two-sided 18398 0.439932 [0.43, 0.45] 1.935406e-01 1.934529e-01 0.472147 0.000000e+00 inf 1.000000
1864 x54 x56 pearson two-sided 18398 -0.084547 [-0.1, -0.07] 7.148210e-03 7.040262e-03 -0.084749 1.521170e-30 4.165e+26 1.000000
1865 x54 x57 pearson two-sided 18398 -0.334670 [-0.35, -0.32] 1.120039e-01 1.119074e-01 -0.348078 0.000000e+00 inf 1.000000
1866 x54 x58 pearson two-sided 18398 -0.272504 [-0.29, -0.26] 7.425848e-02 7.415783e-02 -0.279567 1.278027e-310 1.444e+306 1.000000
1867 x54 x59 pearson two-sided 18398 -0.057957 [-0.07, -0.04] 3.359036e-03 3.250676e-03 -0.058022 3.622398e-15 2.541e+11 1.000000
1868 x54 x60 pearson two-sided 18398 -0.106632 [-0.12, -0.09] 1.137036e-02 1.126287e-02 -0.107039 1.145424e-47 4.379e+43 1.000000
1869 x54 x61 pearson two-sided 18398 -0.018056 [-0.03, -0.0] 3.260262e-04 2.173365e-04 -0.018058 1.431891e-02 0.185 0.687687
1870 x55 x56 pearson two-sided 18398 0.164676 [0.15, 0.18] 2.711818e-02 2.701240e-02 0.166189 5.355383e-112 5.985e+107 1.000000
1871 x55 x57 pearson two-sided 18398 0.194131 [0.18, 0.21] 3.768698e-02 3.758235e-02 0.196627 1.058711e-155 2.541e+151 1.000000
1872 x55 x58 pearson two-sided 18398 -0.106123 [-0.12, -0.09] 1.126201e-02 1.115451e-02 -0.106524 3.153561e-47 1.598e+43 1.000000
1873 x55 x59 pearson two-sided 18398 -0.041676 [-0.06, -0.03] 1.736899e-03 1.628363e-03 -0.041700 1.558557e-08 8.114e+04 0.999890
1874 x55 x60 pearson two-sided 18398 -0.182684 [-0.2, -0.17] 3.337335e-02 3.326826e-02 -0.184758 8.265894e-138 3.474e+133 1.000000
1875 x55 x61 pearson two-sided 18398 0.002049 [-0.01, 0.02] 4.197919e-06 -1.045268e-04 0.002049 7.810966e-01 0.01 0.058892
1876 x56 x57 pearson two-sided 18398 0.406422 [0.39, 0.42] 1.651789e-01 1.650881e-01 0.431318 0.000000e+00 inf 1.000000
1877 x56 x58 pearson two-sided 18398 0.149248 [0.14, 0.16] 2.227482e-02 2.216852e-02 0.150371 4.062175e-92 8.745e+87 1.000000
1878 x56 x59 pearson two-sided 18398 -0.024358 [-0.04, -0.01] 5.933044e-04 4.846437e-04 -0.024363 9.526678e-04 2.168 0.910587
1879 x56 x60 pearson two-sided 18398 -0.107046 [-0.12, -0.09] 1.145890e-02 1.135142e-02 -0.107458 5.006156e-48 9.98e+43 1.000000
1880 x56 x61 pearson two-sided 18398 -0.026440 [-0.04, -0.01] 6.990957e-04 5.904465e-04 -0.026447 3.348364e-04 5.741 0.948134
1881 x57 x58 pearson two-sided 18398 0.014729 [0.0, 0.03] 2.169305e-04 1.082289e-04 0.014730 4.574450e-02 0.068 0.515128
1882 x57 x59 pearson two-sided 18398 0.073985 [0.06, 0.09] 5.473755e-03 5.365625e-03 0.074120 9.343194e-24 7.745e+19 1.000000
1883 x57 x60 pearson two-sided 18398 0.106532 [0.09, 0.12] 1.134897e-02 1.124148e-02 0.106937 1.398918e-47 3.589e+43 1.000000
1884 x57 x61 pearson two-sided 18398 -0.013197 [-0.03, 0.0] 1.741644e-04 6.545813e-05 -0.013198 7.345301e-02 0.046 0.432627
1885 x58 x59 pearson two-sided 18398 -0.010551 [-0.02, 0.0] 1.113274e-04 2.614350e-06 -0.010552 1.524025e-01 0.026 0.298806
1886 x58 x60 pearson two-sided 18398 0.108694 [0.09, 0.12] 1.181449e-02 1.170705e-02 0.109126 1.802020e-49 2.73e+45 1.000000
1887 x58 x61 pearson two-sided 18398 -0.018811 [-0.03, -0.0] 3.538463e-04 2.451595e-04 -0.018813 1.072496e-02 0.239 0.722969
1888 x59 x60 pearson two-sided 18398 0.101891 [0.09, 0.12] 1.038168e-02 1.027408e-02 0.102245 1.178643e-43 4.456e+39 1.000000
1889 x59 x61 pearson two-sided 18398 0.004727 [-0.01, 0.02] 2.234378e-05 -8.637898e-05 0.004727 5.214473e-01 0.011 0.098257
1890 x60 x61 pearson two-sided 18398 0.012547 [-0.0, 0.03] 1.574275e-04 4.871945e-05 0.012548 8.878941e-02 0.039 0.398287
In [ ]:
 

Comparison correlation Normal and Abnormal

In [46]:
def plotDfCompSnsBar(dfn,dfa):
    fig,axes = plt.subplots(len(dfn.columns),2 , figsize=(20, 200))#start row=0&& col=0
    l1=[i for i in range(0,len(dfn.columns))]
    for (n,a, b,colNormName,colAnormName) in itertools.zip_longest\
        (np.arange(0,len(dfn.columns)),np.arange(0,len(dfa.columns)),\
         l1,dfn.columns,dfa.columns):
        if n== None :
            break
        dfn.iloc[:,n].plot(kind='bar',ax=axes[b,0],color='g',grid=True)
        dfa.iloc[:,a].plot(kind='bar',ax=axes[b,1],color='r',grid=True)
        axes[b,0].legend([colNormName])
        axes[b,1].legend([colAnormName])
        
        plt.tight_layout()
    fig.tight_layout(h_pad=10)
    plt.show()
In [47]:
plotDfCompSnsBar(dfpNorm.iloc[:,1:].corr(),dfpAnorm.iloc[:,1:].corr())
C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:307: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The rowNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().rowspan.start instead.

C:\ProgramData\Anaconda3\lib\site-packages\pandas\plotting\_matplotlib\tools.py:313: MatplotlibDeprecationWarning:


The colNum attribute was deprecated in Matplotlib 3.2 and will be removed two minor releases later. Use ax.get_subplotspec().colspan.start instead.

In [ ]:
 

Mutual comparison partial correlation between each of two features

In [48]:
corr = dfp.pcorr()
corr.plot(subplots=True, figsize=(20,200),kind='bar',sharex =False,grid=True)
Out[48]:
array([<AxesSubplot:title={'center':'label'}>,
       <AxesSubplot:title={'center':'x1'}>,
       <AxesSubplot:title={'center':'x2'}>,
       <AxesSubplot:title={'center':'x3'}>,
       <AxesSubplot:title={'center':'x4'}>,
       <AxesSubplot:title={'center':'x5'}>,
       <AxesSubplot:title={'center':'x6'}>,
       <AxesSubplot:title={'center':'x7'}>,
       <AxesSubplot:title={'center':'x8'}>,
       <AxesSubplot:title={'center':'x9'}>,
       <AxesSubplot:title={'center':'x10'}>,
       <AxesSubplot:title={'center':'x11'}>,
       <AxesSubplot:title={'center':'x12'}>,
       <AxesSubplot:title={'center':'x13'}>,
       <AxesSubplot:title={'center':'x14'}>,
       <AxesSubplot:title={'center':'x15'}>,
       <AxesSubplot:title={'center':'x16'}>,
       <AxesSubplot:title={'center':'x17'}>,
       <AxesSubplot:title={'center':'x18'}>,
       <AxesSubplot:title={'center':'x19'}>,
       <AxesSubplot:title={'center':'x20'}>,
       <AxesSubplot:title={'center':'x21'}>,
       <AxesSubplot:title={'center':'x22'}>,
       <AxesSubplot:title={'center':'x23'}>,
       <AxesSubplot:title={'center':'x24'}>,
       <AxesSubplot:title={'center':'x25'}>,
       <AxesSubplot:title={'center':'x26'}>,
       <AxesSubplot:title={'center':'x27'}>,
       <AxesSubplot:title={'center':'x28'}>,
       <AxesSubplot:title={'center':'x29'}>,
       <AxesSubplot:title={'center':'x30'}>,
       <AxesSubplot:title={'center':'x31'}>,
       <AxesSubplot:title={'center':'x32'}>,
       <AxesSubplot:title={'center':'x33'}>,
       <AxesSubplot:title={'center':'x34'}>,
       <AxesSubplot:title={'center':'x35'}>,
       <AxesSubplot:title={'center':'x36'}>,
       <AxesSubplot:title={'center':'x37'}>,
       <AxesSubplot:title={'center':'x38'}>,
       <AxesSubplot:title={'center':'x39'}>,
       <AxesSubplot:title={'center':'x40'}>,
       <AxesSubplot:title={'center':'x41'}>,
       <AxesSubplot:title={'center':'x42'}>,
       <AxesSubplot:title={'center':'x43'}>,
       <AxesSubplot:title={'center':'x44'}>,
       <AxesSubplot:title={'center':'x45'}>,
       <AxesSubplot:title={'center':'x46'}>,
       <AxesSubplot:title={'center':'x47'}>,
       <AxesSubplot:title={'center':'x48'}>,
       <AxesSubplot:title={'center':'x49'}>,
       <AxesSubplot:title={'center':'x50'}>,
       <AxesSubplot:title={'center':'x51'}>,
       <AxesSubplot:title={'center':'x52'}>,
       <AxesSubplot:title={'center':'x53'}>,
       <AxesSubplot:title={'center':'x54'}>,
       <AxesSubplot:title={'center':'x55'}>,
       <AxesSubplot:title={'center':'x56'}>,
       <AxesSubplot:title={'center':'x57'}>,
       <AxesSubplot:title={'center':'x58'}>,
       <AxesSubplot:title={'center':'x59'}>,
       <AxesSubplot:title={'center':'x60'}>,
       <AxesSubplot:title={'center':'x61'}>], dtype=object)
In [ ]:
 
In [49]:
corr = dfpNorm.pcorr()
corr.plot(subplots=True, figsize=(20,200),kind='bar',sharex =False,grid=True)
C:\ProgramData\Anaconda3\lib\site-packages\pingouin\correlation.py:810: RuntimeWarning:

divide by zero encountered in true_divide

C:\ProgramData\Anaconda3\lib\site-packages\pingouin\correlation.py:811: RuntimeWarning:

invalid value encountered in matmul

Out[49]:
array([<AxesSubplot:title={'center':'label'}>,
       <AxesSubplot:title={'center':'x1'}>,
       <AxesSubplot:title={'center':'x2'}>,
       <AxesSubplot:title={'center':'x3'}>,
       <AxesSubplot:title={'center':'x4'}>,
       <AxesSubplot:title={'center':'x5'}>,
       <AxesSubplot:title={'center':'x6'}>,
       <AxesSubplot:title={'center':'x7'}>,
       <AxesSubplot:title={'center':'x8'}>,
       <AxesSubplot:title={'center':'x9'}>,
       <AxesSubplot:title={'center':'x10'}>,
       <AxesSubplot:title={'center':'x11'}>,
       <AxesSubplot:title={'center':'x12'}>,
       <AxesSubplot:title={'center':'x13'}>,
       <AxesSubplot:title={'center':'x14'}>,
       <AxesSubplot:title={'center':'x15'}>,
       <AxesSubplot:title={'center':'x16'}>,
       <AxesSubplot:title={'center':'x17'}>,
       <AxesSubplot:title={'center':'x18'}>,
       <AxesSubplot:title={'center':'x19'}>,
       <AxesSubplot:title={'center':'x20'}>,
       <AxesSubplot:title={'center':'x21'}>,
       <AxesSubplot:title={'center':'x22'}>,
       <AxesSubplot:title={'center':'x23'}>,
       <AxesSubplot:title={'center':'x24'}>,
       <AxesSubplot:title={'center':'x25'}>,
       <AxesSubplot:title={'center':'x26'}>,
       <AxesSubplot:title={'center':'x27'}>,
       <AxesSubplot:title={'center':'x28'}>,
       <AxesSubplot:title={'center':'x29'}>,
       <AxesSubplot:title={'center':'x30'}>,
       <AxesSubplot:title={'center':'x31'}>,
       <AxesSubplot:title={'center':'x32'}>,
       <AxesSubplot:title={'center':'x33'}>,
       <AxesSubplot:title={'center':'x34'}>,
       <AxesSubplot:title={'center':'x35'}>,
       <AxesSubplot:title={'center':'x36'}>,
       <AxesSubplot:title={'center':'x37'}>,
       <AxesSubplot:title={'center':'x38'}>,
       <AxesSubplot:title={'center':'x39'}>,
       <AxesSubplot:title={'center':'x40'}>,
       <AxesSubplot:title={'center':'x41'}>,
       <AxesSubplot:title={'center':'x42'}>,
       <AxesSubplot:title={'center':'x43'}>,
       <AxesSubplot:title={'center':'x44'}>,
       <AxesSubplot:title={'center':'x45'}>,
       <AxesSubplot:title={'center':'x46'}>,
       <AxesSubplot:title={'center':'x47'}>,
       <AxesSubplot:title={'center':'x48'}>,
       <AxesSubplot:title={'center':'x49'}>,
       <AxesSubplot:title={'center':'x50'}>,
       <AxesSubplot:title={'center':'x51'}>,
       <AxesSubplot:title={'center':'x52'}>,
       <AxesSubplot:title={'center':'x53'}>,
       <AxesSubplot:title={'center':'x54'}>,
       <AxesSubplot:title={'center':'x55'}>,
       <AxesSubplot:title={'center':'x56'}>,
       <AxesSubplot:title={'center':'x57'}>,
       <AxesSubplot:title={'center':'x58'}>,
       <AxesSubplot:title={'center':'x59'}>,
       <AxesSubplot:title={'center':'x60'}>,
       <AxesSubplot:title={'center':'x61'}>], dtype=object)
In [ ]:
 
In [50]:
corr = dfpAnorm.pcorr()
corr.plot(subplots=True, figsize=(20,200),kind='bar',sharex =False,grid=True)
Out[50]:
array([<AxesSubplot:title={'center':'label'}>,
       <AxesSubplot:title={'center':'x1'}>,
       <AxesSubplot:title={'center':'x2'}>,
       <AxesSubplot:title={'center':'x3'}>,
       <AxesSubplot:title={'center':'x4'}>,
       <AxesSubplot:title={'center':'x5'}>,
       <AxesSubplot:title={'center':'x6'}>,
       <AxesSubplot:title={'center':'x7'}>,
       <AxesSubplot:title={'center':'x8'}>,
       <AxesSubplot:title={'center':'x9'}>,
       <AxesSubplot:title={'center':'x10'}>,
       <AxesSubplot:title={'center':'x11'}>,
       <AxesSubplot:title={'center':'x12'}>,
       <AxesSubplot:title={'center':'x13'}>,
       <AxesSubplot:title={'center':'x14'}>,
       <AxesSubplot:title={'center':'x15'}>,
       <AxesSubplot:title={'center':'x16'}>,
       <AxesSubplot:title={'center':'x17'}>,
       <AxesSubplot:title={'center':'x18'}>,
       <AxesSubplot:title={'center':'x19'}>,
       <AxesSubplot:title={'center':'x20'}>,
       <AxesSubplot:title={'center':'x21'}>,
       <AxesSubplot:title={'center':'x22'}>,
       <AxesSubplot:title={'center':'x23'}>,
       <AxesSubplot:title={'center':'x24'}>,
       <AxesSubplot:title={'center':'x25'}>,
       <AxesSubplot:title={'center':'x26'}>,
       <AxesSubplot:title={'center':'x27'}>,
       <AxesSubplot:title={'center':'x28'}>,
       <AxesSubplot:title={'center':'x29'}>,
       <AxesSubplot:title={'center':'x30'}>,
       <AxesSubplot:title={'center':'x31'}>,
       <AxesSubplot:title={'center':'x32'}>,
       <AxesSubplot:title={'center':'x33'}>,
       <AxesSubplot:title={'center':'x34'}>,
       <AxesSubplot:title={'center':'x35'}>,
       <AxesSubplot:title={'center':'x36'}>,
       <AxesSubplot:title={'center':'x37'}>,
       <AxesSubplot:title={'center':'x38'}>,
       <AxesSubplot:title={'center':'x39'}>,
       <AxesSubplot:title={'center':'x40'}>,
       <AxesSubplot:title={'center':'x41'}>,
       <AxesSubplot:title={'center':'x42'}>,
       <AxesSubplot:title={'center':'x43'}>,
       <AxesSubplot:title={'center':'x44'}>,
       <AxesSubplot:title={'center':'x45'}>,
       <AxesSubplot:title={'center':'x46'}>,
       <AxesSubplot:title={'center':'x47'}>,
       <AxesSubplot:title={'center':'x48'}>,
       <AxesSubplot:title={'center':'x49'}>,
       <AxesSubplot:title={'center':'x50'}>,
       <AxesSubplot:title={'center':'x51'}>,
       <AxesSubplot:title={'center':'x52'}>,
       <AxesSubplot:title={'center':'x53'}>,
       <AxesSubplot:title={'center':'x54'}>,
       <AxesSubplot:title={'center':'x55'}>,
       <AxesSubplot:title={'center':'x56'}>,
       <AxesSubplot:title={'center':'x57'}>,
       <AxesSubplot:title={'center':'x58'}>,
       <AxesSubplot:title={'center':'x59'}>,
       <AxesSubplot:title={'center':'x60'}>,
       <AxesSubplot:title={'center':'x61'}>], dtype=object)
In [ ]:
 

End of codes.

In [ ]:
 
In [ ]:
 
In [ ]:
 
In [ ]:
 
In [39]:
# # Draw Plot
# def plotDfPCorr(df):
#     f1,ax = plt.subplots(len(df.columns),1 , figsize=(18, 200),sharex =False)
#     for i in range(len(df.columns)):
#         plot_pacf(df.iloc[:,i],ax=ax[i],zero=False,title=df.columns[i])
#         ax[i].grid()
#     plt.show()
In [43]:
# plotDfPCorr(dfp.pcorr())
In [ ]:
 
In [44]:
# plotDfPCorr(dfpNorm.iloc[:,1:-1].pcorr())
In [ ]:
 
In [45]:
# plotDfPCorr(dfpAnorm.iloc[:,1:-1].pcorr())
In [ ]:
 
In [ ]:
# def plotDfLegend(df,kind,bins,dfName="",width=18,height=15):
#     f = plt.figure()
#     if kind=="hist":
#         df.plot(kind=kind, ax=f.gca(),figsize=(width, height),bins=bins,grid=True)
#     else:
#         df.plot(kind=kind, ax=f.gca(),figsize=(width, height),grid=True)
#     plt.legend(loc='center left', bbox_to_anchor=(1.0, 0.5))
#     #plt.savefig("photos/distributions/"+str(dfName)+"_"+str(df.name)+".jpg", dpi=300, format='jpg')
#     plt.show()
In [ ]:
# [plotDfLegend(dfp.iloc[:,i],"hist",50,"dfp") for i in range(len(dfp.columns))]
In [ ]:
# [plotDfLegend(dfpNorm.iloc[:,i],"hist",50,"dfpNorm") for i in range(len(dfpNorm.columns))]
In [ ]:
# [plotDfLegend(dfpAnorm.iloc[:,i],"hist",50,"dfpAnorm") for i in range(len(dfpAnorm.columns))]
In [ ]:
 
In [ ]:
# l1=[0,1,2,3]*2
# x1=[0,1,2,3,4,5,6]
# li=np.repeat(x1,3)

# # Draw Plot
# def plotDfSnsDist(dfn,dfa,bins=20):
#     f1,axes = plt.subplots(len(dfn.columns)-1,2 , figsize=(20, 20))#start row=0&& col=0
#     l1=[i for i in range(0,len(dfn.columns))]
#     for (n,a, b, cn,ca) in itertools.zip_longest\  
# (np.arange(1,len(dfasAnormUniq.columns)),li,[0,1,2]*7,['r','g','b']*7):
#         if a== None :
#             break
#         sns.distplot(df.iloc[:,a],ax=axes[b,bb],color=c,label=df.columns[a],bins=bins)
#         sns.despine(left=True)
#         plt.setp(axes, xticks=[])
#         plt.tight_layout()
#     plt.show()
In [ ]:
# # Draw Plot
# def plotDfCompSnsDist(dfn,dfa,bins=20):
#     f1,axes = plt.subplots(len(dfn.columns)-1,2 , figsize=(20, 20))#start row=0&& col=0
#     l1=[i for i in range(0,len(dfn.columns))]
#     for (n,a, b, cn,ca) in itertools.zip_longest\
#         (np.arange(1,len(dfn.columns)),np.arange(1,len(dfa.columns)),\
#          l1,['g']*int(len(dfn.columns)+1),['r']*int(len(dfn.columns)+1)):
#         if n== None :
#             break
#         sns.distplot(dfn.iloc[:,n],ax=axes[b,0],color=cn,label=dfn.columns[n],bins=bins)
#         sns.distplot(dfa.iloc[:,a],ax=axes[b,1],color=ca,label=dfa.columns[a],bins=bins)
#         sns.despine(left=True)
#         plt.setp(axes, xticks=[])
#         plt.tight_layout()
#     plt.show()
In [ ]:
# plotDfCompSnsDist(dfpNorm,dfpAnorm)
In [ ]:
# l1=[0,1,2,3]*2
# x1=[0,1,2,3,4,5,6]
# li=np.repeat(x1,3)

# # Draw Plot
# def plotDfSnsScatter(df):
#     f1,axes = plt.subplots(7,3 , figsize=(20, 20))#start row=0&& col=0
#     for (a, b,bb, c) in itertools.zip_longest\
# (np.arange(1,len(df.columns)),li,[0,1,2]*7,['r','g','b']*7):
#         if a== None :
#             break
#         sns.scatterplot(df.index,df.iloc[:,a],ax=axes[b,bb],color=c,label=df.columns[a])
#         sns.despine(left=True)
#         plt.setp(axes, xticks=[])
#         plt.tight_layout()
#     plt.show()
In [ ]:
 
In [ ]:
# def plotDfCompSnsScatter(dfn,dfa):
#     f1,axes = plt.subplots(len(dfn.columns)-1,2 , figsize=(20, 100))#start row=0&& col=0
#     l1=[i for i in range(0,len(dfn.columns))]
#     for (n,a, b, cn,ca) in itertools.zip_longest\
#         (np.arange(1,len(dfn.columns)),np.arange(1,len(dfa.columns)),\
#          l1,['g']*int(len(dfn.columns)+1),['r']*int(len(dfn.columns)+1)):
#         if n== None :
#             break
#         sns.scatterplot(dfn.index,dfn.iloc[:,n],ax=axes[b,0],color=cn,label=dfn.columns[n])
#         sns.scatterplot(dfa.index,dfa.iloc[:,a],ax=axes[b,1],color=ca,label=dfa.columns[a])
#         sns.despine(left=True)
#         plt.setp(axes, xticks=[])
#         plt.tight_layout()
#     plt.show()
In [ ]:
# plotDfCompSnsScatter(dfpNorm,dfpAnorm)
In [ ]:
 
In [ ]:
 
In [ ]:
# # fig, ax = plt.subplots(figsize=(10,5))
# # ax.matshow(dfn.corr())
# plt.figure(figsize=(40,7))
# plt.matshow(dfas.corr(), fignum=1)
# #plt.matshow(dfn.corr())
# plt.xticks(range(len(dfas.columns)), dfas.columns,rotation=90)
# plt.yticks(range(len(dfas.columns)), dfas.columns)
# plt.colorbar()
# plt.show()
In [ ]:
 
In [ ]:
# sns.pairplot(dfasAnorm)
# plt.show()
In [ ]:
# corr = dfp.corr()
# corr.plot(subplots=True, figsize=(20,200),kind='bar',sharex =False,grid=True)
In [ ]:
# corr = dfpNorm.corr()
# corr.plot(subplots=True, figsize=(20,200),kind='bar',sharex =False,grid=True)
In [ ]:
# corr = dfpAnorm.corr()
# corr.plot(subplots=True, figsize=(20,200),kind='bar',sharex =False,grid=True)
In [ ]:
# def plotDfCompSnsScatter(dfn,dfa):
#     f1,axes = plt.subplots(len(dfn.columns)-1,2 , figsize=(20, 100))#start row=0&& col=0
#     l1=[i for i in range(0,len(dfn.columns))]
#     for (n,a, b, cn,ca) in itertools.zip_longest\
#         (np.arange(1,len(dfn.columns)),np.arange(1,len(dfa.columns)),\
#          l1,['g']*int(len(dfn.columns)+1),['r']*int(len(dfn.columns)+1)):
#         if n== None :
#             break
#         sns.scatterplot(dfn.index,dfn.iloc[:,n],ax=axes[b,0],color=cn,label=dfn.columns[n])
#         sns.scatterplot(dfa.index,dfa.iloc[:,a],ax=axes[b,1],color=ca,label=dfa.columns[a])
#         sns.despine(left=True)
#         plt.setp(axes, xticks=[])
#         plt.tight_layout()
#     plt.show()
In [ ]:
# dfpNorm.columns
In [ ]:
 
In [ ]:
 
In [ ]:
# # Draw Plot
# l1=[i for i in range(0,19)]
# def plotDfCompSnsLine(dfn,dfa):
#     fig,axes = plt.subplots(18,2 , figsize=(20, 100))#start row=0&& col=0
   
#     for (n,a, b, cn,ca,colNormName,colAnormName) in itertools.zip_longest\
#         (np.arange(1,len(dfn.columns)),np.arange(1,len(dfa.columns)),\
#          l1,['g']*20,['r']*20,dfn.columns,dfa.columns):
#         if n== None :
#             break
# #         dfn.iloc[:,n].plot(kind='line',ax=axes[b,0],color='g')
# #         dfa.iloc[:,a].plot(kind='line',ax=axes[b,1],color='r')
#         axes[b,0].plot(dfn.iloc[:,n] ,color='g')
#         axes[b,1].plot(dfa.iloc[:,a] ,color='r')
#         axes[b,0].legend([colNormName])
#         axes[b,1].legend([colAnormName])
#         axes[b,0].grid(True)
#         axes[b,1].grid(True)
#         plt.tight_layout()
        
#     fig.tight_layout(h_pad=10)
#     plt.show()
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# plotDfCompSnsLine(dfasNormUniq[:500],dfasAnormUniq[:500])
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# def color_negative_red(val):
#     """
#     Takes a scalar and returns a string with
#     the css property `'color: red'` for negative
#     strings, black otherwise.
#     """
# #     color = 'red' if val < .7 else 'black'
# #     color2= 'green' if val >= .7 else 'brown'
#     color =''
#     if val < .7:
#         color = 'red' 
        
#     elif val >= .7:
#         color ='green'
        
#     return 'color: %s' % color

# def highlight_max(s):
#     '''
#     highlight the maximum in a Series yellow.
#     '''
#     is_min = s == s.min()
#     return ['background-color: yellow' if v else '' for v in is_min]

# # s = df.style.applymap(color_negative_red)
# # df.style.apply(highlight_max)
# # df.style.\
# #     applymap(color_negative_red).\
# #     apply(highlight_max)
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# corr=dfpNorm.corr()
# corr.style.applymap(color_negative_red).apply(highlight_max)
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# corr=dfpAnorm.corr()
# corr.style.applymap(color_negative_red).apply(highlight_max)
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# fig, ax = plt.subplots(figsize=(20,7)) 
# mask = np.zeros_like(dfasAnorm.corr())
# mask[np.triu_indices_from(mask)] = 1
# sns.heatmap(dfasAnorm.corr(), mask= mask, ax= ax, annot= True)
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# import plotly.offline as py
# import plotly.graph_objs as go
# plotly.offline.init_notebook_mode()

# py.iplot([{
#     'x': dfasNormUniq.index[:100],
#     'y': dfasNormUniq[col][:100],
#     'name': col
# }  for col in dfasNormUniq.columns])
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# import plotly.offline as py
# import plotly.graph_objs as go
# plotly.offline.init_notebook_mode()

# py.iplot([{
#     'x': dfasAnorm.index[:100],
#     'y': dfasAnorm[col][:100],
#     'name': col
# }  for col in dfasAnorm.columns])
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# import plotly.graph_objects as go
# #[:100]
# #.index
# #['Timestamp']
# for i,j in zip(dfas0NormCycle1.columns,dfas0AnormCycle1.columns):
#     fig = go.Figure()
#     fig.add_trace(go.Scatter(x=dfas0NormCycle1.index , y=dfas0NormCycle1[i] ,name='dfasNorm',mode='lines'))
#     fig.add_trace(go.Scatter(x=dfas0AnormCycle1.index , y=dfas0AnormCycle1[j] ,name='dfasAnorm',mode='lines'))
#     fig.update_layout(title=f"{i}")
#     fig.show()
#     #fig.write_html(f"{i}_linePlot_uniq.html")
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# dfEfList=[dfao,dfas]
# # Additive time series:
# # Value = Base Level + Trend + Seasonality + Error

# # Multiplicative Time Series:
# # Value = Base Level x Trend x Seasonality x Error

# from statsmodels.tsa.seasonal import seasonal_decompose
# for f in dfEfList:
    
#     for i in f.columns:
    
#         decomposition = seasonal_decompose(dfao[i][:100], model="additive", freq=30)#model='multiplicative'
    
        
#         fig, ax = plt.subplots(nrows=1, ncols=2, figsize=(18,3), constrained_layout=True)
#         fig.subplots_adjust(wspace=0.15)
#         ax1= plt.subplot(121)
#         ax1.plot(decomposition.trend)
#         ax1.set_title("Trend--> "+i+"")
#         ax2 = plt.subplot(122)
#         ax2.plot(decomposition.seasonal)
#         ax2.set_title("Seasonality--> "+i+"")
    

# plt.tight_layout()
# plt.show()
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# from statsmodels.tsa.seasonal import seasonal_decompose
# result = seasonal_decompose(dfao.iloc[:1000,1], model="additive", freq=30)
# result.plot()
# plt.show()
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# # import matplotlib.dates as mdates

# fig, ax = plt.subplots(figsize=(10,7))
# plt.subplots_adjust(hspace=0.5)

# ax0 = plt.subplot(411)
# plt.plot(result.observed)
# ax0.set_title('obs')

# ax1 = plt.subplot(412)
# plt.plot(result.trend)
# ax1.set_title('trend')

# ax2 = plt.subplot(413)
# plt.plot(result.seasonal)
# ax2.set_title('seasonality')

# ax3 = plt.subplot(414)
# plt.plot(result.resid)
# ax3.set_title('residual')
# fig.autofmt_xdate()
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# viridis(n = 8,option = "B")
# colorRampPalette(vir)

# #Putting it together
# corrplot(cor(dfao,method = "color",type = "lower",
#           sig.level = 0.01, insig = "blank",addCoef.col = "green",col = vir(200))
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# data = pg.read_dataset('pairwise_corr').iloc[:, 1:]
# pg.pairwise_corr(data, method='spearman', tail='one-sided', padjust='bonf').round(3)
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# data.pcorr()
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# data.pairwise_corr()
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pg.pcorr(dfp)# deafult is Pearson 
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pg.pairwise_corr(dfp, method='pearson')
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pg.partial_corr(dfp,x='x1', y='x2', method='pearson')
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# pg.pairwise_corr(dfp)
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# dfp.pairwise_corr(covar=dfp.columns,method='pearson')
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# dfp.partial_corr(x='x1', y='x2', method='pearson')
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# dfp.partial_corr(x='x1', y='x2', covar='x3',method='pearson')
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# #correlation matrix with the r-values on the upper triangle and the p-values on the lower triangle
# dfp.rcorr(method='spearman', stars=False, padjust='holm', decimals=2)
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# sns.scatterplot(dfpNorm.index,dfpNorm,color='g' )
# sns.scatterplot(dfpAnorm.index,dfpAnorm,color='r' )
# sns.despine(left=True)

# plt.tight_layout()
# plt.show()
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# dfp0Norm.columns
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# sns.set(rc={'figure.figsize':(10,7)})
# for n,a in zip(dfp0Norm.columns[2:-1],dfp0Anorm.columns[2:-1]):
#     sns.scatterplot(x=dfp0Norm.index  ,y=dfp0Norm[n] ,color='g',)
#     sns.scatterplot(x=dfp0Anorm.index ,y=dfp0Anorm[a] ,color='r')
#     #sns.despine(left=True)
#     plt.xticks([])
#     plt.yticks([])
#     plt.tight_layout()
# plt.show()
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